%%%%%%% MacKay publications %%%%%%%%%%%%%%%%%%% @ARTICLE{MacKay92a, KEY ="MacKay", AUTHOR ="MacKay, D. J. C.", TITLE ="{B}ayesian Interpolation", JOURNAL ="Neural Computation", YEAR ="1992", VOLUME ="4", NUMBER ="3", PAGES ="415--447", ANNOTE ="Date submitted: 21 May 1991; Date accepted: 29 Oct 1991; Collaborating institutes: California Institute of Technology" } @ARTICLE{MacKay92b, KEY ="MacKay", AUTHOR ="MacKay, D. J. C.", TITLE ="A Practical {B}ayesian Framework for Backpropagation Networks", JOURNAL ="Neural Computation", YEAR ="1992", VOLUME ="4", NUMBER ="3", PAGES ="448--472", ANNOTE ="Date submitted: 21 May 1991; Date accepted: 29 Oct 1991; Collaborating institutes: California Institute of Technology"} @ARTICLE{MacKay92c, KEY ="MacKay", AUTHOR ="MacKay, D. J. C.", TITLE ="Information Based Objective Functions for Active Data Selection", JOURNAL ="Neural Computation", YEAR ="1992", VOLUME ="4", NUMBER ="4", PAGES ="589--603", ANNOTE ="Date submitted: 17 July 1991; Date accepted: 15 Nov 1991; Collaborating institutes: California Institute of Technology"} @ARTICLE{MacKay92d, KEY ="MacKay", AUTHOR ="MacKay, D. J. C.", TITLE ="The Evidence Framework Applied to Classification Networks", JOURNAL ="Neural Computation", YEAR ="1992", VOLUME ="4", NUMBER ="5", PAGES ="698-714", ANNOTE ="Date submitted: 20 Nov 1991; Date accepted: 18 Feb 1992; Collaborating institutes: California Institute of Technology"} @ARTICLE{MacKay95_kuipers_review, KEY ="MacKay", AUTHOR ="MacKay, D. J. C.", TITLE ="Book review: Qualitative Reasoning: Modeling and Simulation with Incomplete Knowledge", JOURNAL ="Computers in Physics", YEAR =1995, VOLUME =9, NUMBER =2, PAGES =3} @TECHREPORT{MacKay86, KEY ="MacKay", AUTHOR ="D. J. C. ~MacKay", TITLE ="Statistical Testing of High Precision Digitisers", YEAR ="1986", NUMBER ="3971", INSTITUTION ="Royal Signals and Radar Establishment, Malvern, Worcester. WR14 3PS" } @TECHREPORT{MacKay87, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="A Method of Increasing the Contextual Input to Adaptive Pattern Recognition Systems", YEAR ="1987", NUMBER ="RIPR 1000/14/87", INSTITUTION ="Research Initiative in Pattern Recognition, Royal Signals and Radar Establishment, Malvern, Worcester. WR14 3PS" } @INPROCEEDINGS{MacKay94:fe, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="A Free Energy Minimization Framework for Inference Problems in Modulo 2 Arithmetic", BOOKTITLE ="Fast Software Encryption (Proceedings of 1994 K.U. Leuven Workshop on Cryptographic Algorithms)", editor = "B. Preneel", series = "Lecture Notes in Computer Science", number = "1008", YEAR =1995, publisher = "Springer-Verlag", PAGES ="179-195", ANNOTE ="Date submitted: 15 Jan 1995; Date accepted: 22 March 1995; Collaborating institutes: Cambridge University Computer Laboratory"} @ARTICLE{MacKay94:fes, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="Free Energy Minimization Algorithm for Decoding and Cryptanalysis", YEAR =1995, JOURNAL="Electronics Letters", VOLUME =31, NUMBER=6, PAGES ="446-447", ANNOTE ="Date submitted: Jan 1995; Date accepted: 24 Feb 1995; Date published: 16 March 1995; Collaborating institutes: Cambridge University Computer Laboratory"} % ISSN: 0013-5194 @UNPUBLISHED{mnc4pfoutdated, KEY ="MacKay and Neal", AUTHOR ="D. J. C. MacKay and R. M. Neal", TITLE ="Good Codes based on Very Sparse Matrices", YEAR =1995, NOTE="Available from {\tt http://wol.ra.phy.cam.ac.uk/}", PAGES ="", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: University of Toronto"} @Article{mncEL, author = "D. J. C. MacKay and R. M. Neal", title = "Near {S}hannon Limit Performance of Low Density Parity Check Codes", key = "MacKay and Neal", journal = "Electronics Letters", year = 1996, volume = 32, number = 18, pages = "1645-1646", month = "August", note = {Reprinted {\em Electronics Letters}, vol 33, no 6, 13th March 1997, p.457--458}, annote = "Date submitted: Jul 12 1996; Date accepted: Aug 12 1996; printed 29 Aug. Collaborating institutes: University of Toronto" } % ",; Available from {\tt http://wol.ra.phy.cam.ac.uk/}", % % KEY ="MacKay and Neal", % AUTHOR ="D. J. C. MacKay and R. M. Neal", % TITLE ="Good Error Correcting Codes based on Very Sparse Matrices", % YEAR =1996, % NOTE="To be submitted to IEEE transactions on Information Theory. Available from {\tt http://wol.ra.phy.cam.ac.uk/}", % PAGES ="", % ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: % University of Toronto"} @UNPUBLISHED{mncN, AUTHOR ="D. J. C. MacKay", TITLE ="Good Error Correcting Codes based on Very Sparse Matrices", YEAR =1997, NOTE="Submitted to IEEE transactions on Information Theory. Available from {\tt http://wol.ra.phy.cam.ac.uk/}", PAGES ="", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: University of Toronto"} @inproceedings{mncisit, AUTHOR ="D. J. C. MacKay", TITLE ="Good Error--Correcting Codes based on Very Sparse Matrices", YEAR =1997, booktitle={Proceedings of 1997 IEEE International Symposium on Information Theory. Ulm, Germany.}, PAGES ="113", ANNOTE ="Date submitted: Sep 24 96; Date accepted: Feb 97; Collaborating institutes: University of Toronto. MRAO number: "} @inproceedings{berkmannisit, AUTHOR ={J. Berkmann and F. Burkert}, TITLE ={Turbo--decoding of nonbinary codes}, YEAR =1997, booktitle={Proceedings of ISIT 1997. Ulm, Germany.}, PAGES =""} % mnc @incollection{MacKay_Neal_Codes:95, KEY ="MacKay and Neal", AUTHOR ="D. J. C. MacKay and R. M. Neal", TITLE ="Good Codes based on Very Sparse Matrices", booktitle = "Cryptography and Coding. 5th {IMA} Conference", publisher = "Springer", address = "Berlin", year = 1995, editor = "Colin Boyd", series = "Lecture Notes in Computer Science", number = "1025", pages="100-111", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: University of Toronto. ISBN 3-540-60693-9"} @UNPUBLISHED{McElieceMacKay96, KEY ="", AUTHOR ="R. J. McEliece and D. J. C. MacKay", TITLE ="Turbo decoding as an instance of {P}earl's `belief propagation' algorithm", YEAR =1996, NOTE="In preparation", PAGES ="", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: Caltech"} @UNPUBLISHED{DaveyMacKay96, KEY ="", AUTHOR ="M. C. Davey and D. J. C. MacKay", TITLE ="Good Codes over {$GF(q)$} based on Very Sparse Matrices", YEAR =1997, NOTE="In preparation", PAGES ="", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: none"} @UNPUBLISHED{WilsonMacKay96, KEY ="", AUTHOR ="S. T. Wilson and D. J. C. MacKay", TITLE ="Decoding Shortened Cyclic Codes by Belief Propagation", YEAR =1996, NOTE="In preparation", PAGES ="", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: none"} @INPROCEEDINGS{Renals_MacKay, KEY ="Renals and MacKay", AUTHOR ="S. J. Renals and D. J. C. MacKay", TITLE ="{B}ayesian regularisation methods in a hybrid {MLP}-{HMM} system", BOOKTITLE ="Proceedings of {E}urospeech 93, {B}erlin", YEAR ="1993", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: Cambridge University Engineering Department. MRAO 1820"} % PAGES ="", % September 1993. @INPROCEEDINGS{MM89:nips, KEY ="MacKay and Miller", AUTHOR ="D. J. C. MacKay and K. D. Miller", TITLE ="Analysis of {L}insker's simulations of {H}ebbian rules", BOOKTITLE ="Advances in Neural Information Processing Systems II", EDITOR ="D. Touretzky", PAGES ="694-701", YEAR ="1989"} @ARTICLE{MM90:nc, KEY ="MacKay and Miller", AUTHOR ="D. J. C. MacKay and K. D. Miller", TITLE ="Analysis of {L}insker's simulations of {H}ebbian rules", JOURNAL ="Neural Computation", VOLUME ="2", NUMBER ="2", PAGES ="173-187", YEAR ="1990"} @ARTICLE{MM90:network, KEY ="MacKay and Miller", AUTHOR ="D. J. C. MacKay and K. D. Miller", TITLE ="Analysis of {L}insker's application of {H}ebbian rules to linear networks", JOURNAL ="Network", VOLUME ="1", NUMBER ="3", PAGES ="257-297", YEAR ="1990"} @ARTICLE{MM94:nc, KEY ="", AUTHOR ="K. D. Miller and D. J. C. MacKay", TITLE ="The role of constraints in {H}ebbian learning", JOURNAL ="Neural Computation", VOLUME ="6", NUMBER ="1", PAGES ="98-124", YEAR ="1994", ANNOTE ="Date submitted: 9 Oct 1992; Date accepted: 13 May 1993; Collaborating institutes: California Institute of Technology"} @INPROCEEDINGS{phnips, KEY ="Bridle, Heading and MacKay", AUTHOR ="J. S. Bridle and A. J. R. Heading and D. J. C. MacKay", TITLE ="Unsupervised Classifiers, Mutual Information and `Phantom targets'", BOOKTITLE ="Advances in Neural Information Processing Systems 4", EDITOR ="J. E. Moody and S. J. Hanson and R. P. Lippmann", PUBLISHER ="Morgan Kaufmann", ADDRESS ="San Mateo, California", YEAR ="1992", PAGES ="1096-1101"} @INPROCEEDINGS{MacKay.nips4, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="Bayesian Model Comparison and Backprop Nets", BOOKTITLE ="Advances in Neural Information Processing Systems 4", EDITOR ="J. E. Moody and S. J. Hanson and R. P. Lippmann", PUBLISHER ="Morgan Kaufmann", ADDRESS ="San Mateo, California", YEAR ="1992", PAGES ="839-846"} @ARTICLE{Bhadeshia_etal95, AUTHOR ="H. K. D. H. Bhadeshia and D. J. C. MacKay and L. E. Svensson", TITLE ="Impact toughness of {C-MN} Steel Arc Welds --- {B}ayesian neural network analysis", YEAR ="1995", JOURNAL = "Materials Science and Technology", VOLUME ="11", number=10, pages="1046-1051", ANNOTE ="Date submitted: Aug 1994; Date accepted: Sep 1994; Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science"} @UNPUBLISHED{Jones_etal95, AUTHOR ="J. Jones and J. King and H. K. D. H. Bhadeshia and D. J. C. MacKay", TITLE ="Modelling the Strength of {N}ickel Base Superalloys", YEAR = 1995, NOTE = "3rd International Parsons Turbine Conference, 1995", ANNOTE ="Date submitted: 1995; Date accepted: 1995; Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science"} %%%%%%%% changed since last publication list %%%%%%%%%%% @article{Gavard_etal95, AUTHOR ={L. Gavard and H. K. D. H. Bhadeshia and D. J. C. MacKay and S. Suzuki}, TITLE ={Bayesian Neural Network Model for Austenite Formation in Steels}, journal ={Materials Science and Technology}, vol =12, pages ={453-463}, YEAR = 1996, ANNOTE ="Date submitted: May 1995; Date accepted: n/k 1995; Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science. MRAO reprint number 1941."} @ARTICLE{Fujii_etal96, AUTHOR ="H. Fujii and D. J. C. MacKay and H. K. D. H. Bhadeshia", TITLE ="{B}ayesian neural network analysis of Fatigue Crack Growth Rate in Nickel Base Superalloys", YEAR ="1996", JOURNAL = "ISIJ International", VOLUME ="36", number=11, pages="1373-1382", ANNOTE ="Date submitted: May 96; Date accepted: Sep 1996; Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science"} @InCollection{Cool.B.M.97, author = "T. Cool and H. K. D. H. Bhadeshia and D. J. C. MacKay", title = "Modelling the Mechanical Properties in the {HAZ} of Power Plant Steels I: {B}ayesian Neural Network Analysis of Proof Strength", booktitle = "Mathematical Modelling of Weld Phenomena 3", publisher = "Institute of Materials", editor = "H. Cerjak", series = "Materials Modelling Series", address = "London", year={1997}, pages={403--442}, annote = "Date submitted: 96; Date accepted: 1996; Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science" } @Article{Cool.B.M.97b, author = "T. Cool and H. K. D. H. Bhadeshia and D. J. C. MacKay", title = "The Yield and Ultimate Tensile Strength of Steel Welds", journal = "Materials Science and Engineering A", year = 1997, volume = "A223", pages = "186-200" } @InCollection{MacKay.weld.review.97, author = "D. J. C. MacKay", title = "{B}ayesian Non--linear Modelling with Neural Networks", booktitle = "Mathematical Modelling of Weld Phenomena 3", publisher = "Institute of Materials", editor = "H. Cerjak", series = "Materials Modelling Series", address = "London", year={1997}, pages={359--389}, annote = "Date submitted: 96; Date accepted: 1996; Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science" } @article{Takeuchi_etal94:Jap, AUTHOR ="R. Takeuchi and D. J. C. MacKay and T. Matsumoto", TITLE ="A {B}ayesian Inference of Hyperparameters and Regularizers for Standard Regularization Problems", YEAR =1994, journal = "Technical report of IEICE", pages="", note="In Japanese", ANNOTE ="Date submitted: 1994; Date accepted: 1994; Collaborating institutes: Waseda University, Tokyo"} @inproceedings{Takeuchi_etal94, AUTHOR ="R. Takeuchi and D. J. C. MacKay and T. Matsumoto", TITLE ="Determining Optimal Hyperparameters and Regularizers for Standard Regularization Problems", YEAR =1994, booktitle = "Proceedings of 1994 International Symposium on Artificial Neural Networks (ISANN-94), Tainan, Taiwan", pages="419-428", ANNOTE ="Date submitted: 1994; Date accepted: 1994; Collaborating institutes: Waseda University, Tokyo"} @article{MacKay_Peto, AUTHOR ="D. J. C. MacKay and L. Peto", TITLE ="A Hierarchical {D}irichlet Language Model", YEAR ="1995", journal ="Natural Language Engineering", volume=1, number=3, pages="1-19", ANNOTE ="Date submitted: 31 March 1995; Date accepted: ; Collaborating institutes: University of Toronto"} @UNPUBLISHED{MacKay94:amino, AUTHOR ="D. J. C. MacKay", TITLE ="Models for Dice Factories and Amino Acid Probability Vectors", YEAR ="1995", NOTE ="In preparation", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: MRC Laboratory of Molecular Biology, Cambridge"} @INPROCEEDINGS{MaxentCons, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="Maximum Entropy Connections{:} Neural Networks", BOOKTITLE ="Maximum Entropy and {B}ayesian Methods, {L}aramie, 1990", YEAR ="1991", EDITOR ="W. T. Grandy and L. Schick", PUBLISHER ="Kluwer", ADDRESS ="Dordrecht", PAGES ="" } % modelling input dependent noise level @INPROCEEDINGS{MacKay95:icann, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="Probabilistic Networks: New Models and New Methods", BOOKTITLE ="ICANN '95", YEAR ="1995", PUBLISHER ="EC2 and Cie", ADDRESS ="Paris", PAGES ="331-337", annote={MRAO 1927} } @INPROCEEDINGS{MacKay95:snn, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="Developments in Probabilistic Modelling with Neural Networks---Ensemble Learning", BOOKTITLE ="Neural Networks: Artificial Intelligence and Industrial Applications. Proceedings of the 3rd Annual Symposium on Neural Networks, Nijmegen, Netherlands, 14-15 September 1995", YEAR ="1995", PUBLISHER ="Springer", editors="Kappen, B. and Gielen, S.", ADDRESS ="Berlin", PAGES ="191-198", annote={MRAO 1926} } @INPROCEEDINGS{MacKay92am, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="{B}ayesian interpolation", BOOKTITLE ="Maximum Entropy and {B}ayesian Methods, {S}eattle 1991", EDITOR ="C.R. Smith and G.J. Erickson and P.O. Neudorfer", PUBLISHER ="Kluwer", ADDRESS ="Dordrecht", YEAR ="1992", PAGES ="39-66"} @INPROCEEDINGS{MacKay92bm, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="The evidence for neural networks", BOOKTITLE ="Maximum Entropy and {B}ayesian Methods, {S}eattle 1991", EDITOR ="C.R. Smith and G.J. Erickson and P.O. Neudorfer", PUBLISHER ="Kluwer", ADDRESS ="Dordrecht", YEAR ="1992", PAGES ="165-183"} @Unpublished{MacKay95:nips, author = "D. J. C. MacKay", title = "Ensemble Learning and Evidence Maximization", note = "rejected by NIPS*95", year = 1995, annote = "Date submitted: May 1995" } @Unpublished{Macphee_MacKay, author = "K. Macphee and D. J. C. MacKay", title = "Ensemble Learning for Hidden {M}arkov Models", note = "in preparation", year = 1996, annote = "" } @Unpublished{MacKay_hmm, author = "K. Macphee and D. J. C. MacKay", title = "Ensemble Learning for Hidden {M}arkov Models", note = "rejected by NIPS 97", year = 1996, annote = "" } @Unpublished{Gibbs_MacKay, author = "M. N. Gibbs and D. J. C. MacKay", title = "Efficient implementation of {G}aussian Processes for Interpolation", note = "in preparation", year = 1996, annote = "" } @Unpublished{Gibbs_MacKay97b, author = "M. N. Gibbs and D. J. C. MacKay", title = "Variational {G}aussian Process Classifiers", note = "in preparation", year = 1997, annote = "" } @Unpublished{MacKay96:ica, author = "D. J. C. MacKay", title = "Maximum Likelihood and Covariant Algorithms for Independent Component Analysis", note = "in preparation", year = 1996, annote = "" } @Unpublished{MacKay96:laplace, author = "D. J. C. MacKay", title = "Choice of Basis for {Laplace} Approximation", note = "Submitted to {\em Machine Learning}", year = 1996, annote = "" } @Misc{MacKay97:ipd, author = "D. J. C. MacKay", title = "Iterative Probabilistic Decoding of Low Density Parity Check Codes", howpublished = "Animations available on world wide web", year = 1997, note = "{\tt http://wol.ra.phy.cam.ac.uk/mackay/codes/gifs/}" } @inproceedings{WaterhouseMacKayRobinson95-nips8, author="S. R. Waterhouse and D. J. C. MacKay and A. J. Robinson", title="Bayesian Methods for Mixtures of Experts", booktitle="Neural Information Processing Systems", editor="D. S. Touretzky, M. C. Mozer and M. E. Hasselmo", publisher="MIT Press", year ="1996", note="In press" } @inproceedings{Waterhouse_etal95:nips, author="S. R. Waterhouse and D. J. C. MacKay and A. J. Robinson", title="Bayesian Methods for Mixtures of Experts", booktitle="Neural Information Processing Systems", editor="D. S. Touretzky, M. C. Mozer and M. E. Hasselmo", publisher="MIT Press", year ="1996", note="In press", annote={MRAO 1928} } @INPROCEEDINGS{MacKay94:alpha, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="Hyperparameters: Optimize, or Integrate out?", BOOKTITLE ="Maximum Entropy and {B}ayesian Methods, {S}anta {B}arbara 1993", EDITOR ="G. Heidbreder", PUBLISHER ="Kluwer", ADDRESS ="Dordrecht", YEAR ="1996", pages="43-60", abstractURL="ftp://wol.ra.phy.cam.ac.uk/pub/mackay/abstracts/alpha.html", postscriptURL="ftp://wol.ra.phy.cam.ac.uk/pub/mackay/alpha.ps.Z", keywords="alpha", ANNOTE ="Date submitted: 1993; Date accepted: 1993; Collaborating institutes: none"} @UNPUBLISHED{MacKay94:alpha_nc, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="Comparison of Approximate Methods for Handling Hyperparameters", YEAR ="1996", abstractURL="ftp://wol.ra.phy.cam.ac.uk/pub/mackay/abstracts/alpha.html", postscriptURL="ftp://wol.ra.phy.cam.ac.uk/pub/mackay/alpha.ps.Z", NOTE ="Submitted to {\em Neural Computation}", ANNOTE ="Date submitted: 1994/1996/1997; Date accepted: ?; Collaborating institutes: none"} @InCollection{MacKay95:arbib, author = "D. J. C. MacKay", title = "Bayesian Methods for Supervised Neural Networks", booktitle= "The Handbook of Brain Theory and Neural Networks", publisher = "MIT Press", year = 1995, editor = "M. A. Arbib", pages = "144-149" } %MacKay93:review, @INCOLLECTION{MacKay94:springer, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="Bayesian Methods for Backpropagation Networks", BOOKTITLE ="Models of Neural Networks III", EDITOR ="E. Domany and van Hemmen, J. L. and K. Schulten", PUBLISHER ="Springer-Verlag", ADDRESS ="New York", YEAR ="1994", CHAPTER ="6", pages = {211-254}, ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: none"} @article{MacKay95:network, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="Probable Networks and Plausible Predictions --- A Review of Practical {B}ayesian Methods for Supervised Neural Networks", journal ="Network: Computation in Neural Systems", volume = 6, YEAR =1995, pages = "469-505", ANNOTE ="Date submitted: 1994; Date accepted: 1994; Collaborating institutes: none"} % (August % ISSN 0954-898X @INPROCEEDINGS{MacKay94:pred_ashrae, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="Bayesian non-linear modelling for the prediction competition", BOOKTITLE ="ASHRAE Transactions, V.100, Pt.2", EDITOR ="", PUBLISHER ="ASHRAE", ADDRESS ="Atlanta Georgia", YEAR ="1994", PAGES ="1053-1062", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: none"} @INPROCEEDINGS{MacKay94:pred, KEY ="MacKay", AUTHOR ="D. J. C. MacKay", TITLE ="Bayesian non-linear modelling for the 1993 energy prediction competition", BOOKTITLE ="Maximum Entropy and {B}ayesian Methods, {S}anta {B}arbara 1993", EDITOR ="G. Heidbreder", PUBLISHER ="Kluwer", ADDRESS ="Dordrecht", YEAR ="1996", pages="221-234", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: none"} @INPROCEEDINGS{Green_MacKay94, AUTHOR ="A. G. Green and D. J. C. MacKay", TITLE ="Bayesian analysis of linear phased-array radar", BOOKTITLE ="Maximum Entropy and {B}ayesian Methods, {S}anta {B}arbara 1993", EDITOR ="G. Heidbreder", PUBLISHER ="Kluwer", ADDRESS ="Dordrecht", YEAR ="1996", pages="309-318", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: none"} @INPROCEEDINGS{Tansley_etal94, AUTHOR ="J. E. Tansley and M. J. Oldfield and D. J. C. MacKay", TITLE ="Neural network image reconstruction", BOOKTITLE ="Maximum Entropy and {B}ayesian Methods, {S}anta {B}arbara 1993", EDITOR ="G. Heidbreder", PUBLISHER ="Kluwer", ADDRESS ="Dordrecht", YEAR ="1996", pages="319-326", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: none"} @UNPUBLISHED{MacKay_Oldfield95, KEY ="", AUTHOR ="D. J. C. MacKay and M. J. Oldfield", TITLE ="Generalization Error and the Number of Hidden units in a Multilayer Perceptron", YEAR ="1995", note = "In preparation", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: none"} @UNPUBLISHED{MacKay_Takeuchi95, KEY ="", AUTHOR ="D. J. C. MacKay and R. Takeuchi", TITLE ="Interpolation Models with Multiple Hyperparameters", YEAR ="1994", NOTE ="Submitted to Statistics and Computing", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: Waseda University, Tokyo"} @UNPUBLISHED{Evans_MacKay, AUTHOR ="E. F. Evans and D. J. C. MacKay", TITLE ="A convenient method for generating constrained randomized sequences on-line for physiological and psychophysical stimulus selection", YEAR =1995, NOTE ="In preparation", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: Department of Communication and Neuroscience, Keele University. MRAO 1834"} @INPROCEEDINGS{MacKay_Takeuchi95_maxent, AUTHOR ="D. J. C. MacKay and R. Takeuchi", TITLE ="Interpolation Models with Multiple Hyperparameters", BOOKTITLE ="Maximum Entropy and {B}ayesian Methods, {C}ambridge 1994", EDITOR ="J. Skilling and S. Sibisi", PUBLISHER ="Kluwer", ADDRESS ="Dordrecht", YEAR ="1995", PAGES ="249-257", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: Waseda University, Tokyo. MRAO 1835"} @INPROCEEDINGS{Barnett_MacKay95, AUTHOR ="A. H. Barnett and D. J. C. MacKay", TITLE ="Bayesian Comparison of Models for Images", BOOKTITLE ="Maximum Entropy and {B}ayesian Methods, {C}ambridge 1994", EDITOR ="J. Skilling and S. Sibisi", PUBLISHER ="Kluwer", ADDRESS ="Dordrecht", YEAR ="1995", PAGES ="239-248", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: none"} @INPROCEEDINGS{MacKay95:density_nets, KEY ="", AUTHOR ="D. J. C. MacKay", TITLE ="Density Networks and their Application to Protein Modelling", BOOKTITLE ="Maximum Entropy and {B}ayesian Methods, {C}ambridge 1994", EDITOR ="J. Skilling and S. Sibisi", PUBLISHER ="Kluwer", ADDRESS ="Dordrecht", YEAR ="1996", PAGES ="259-268", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: MRC Laboratory of Molecular Biology, Cambridge. MRAO 1837"} @ARTICLE{MacKay95:wonsda, AUTHOR ="D. J. C. MacKay", TITLE ="Bayesian Neural Networks and Density Networks", JOURNAL ="Nuclear Instruments and Methods in Physics Research, Section A", volume = 354, number = 1, YEAR =1995, PAGES="73-80", ANNOTE ="Date submitted: 1994; Date accepted: 1994; Collaborating institutes: none"} % (Nucl. Inst. and Meth.) % Jan 15 1995 @Incollection{MacKay97:dn, author = "D. J. C. MacKay and M. N. Gibbs", title = "Density Networks", publisher = "O.U.P.", booktitle={Proceedings of meeting on Statistics and Neural Nets, Edinburgh}, year = "1997", editor = "Kay and Titterington", pages = "?", note = "in press" } @article{MacKay94:BC, author = "D. J. C. MacKay", title = "Equivalence of {B}oltzmann Chains and Hidden {M}arkov Models", journal = "Neural Computation", year = 1996, volume=8, number=1, pages="178-181", ANNOTE ="Date submitted: Nov 1994; modified 31 March 1995; Date accepted: April 10 1995; Collaborating institutes: none" } % better to cite Radford_book,MacKay94:pred_ashrae,MacKay95:network @TECHREPORT{ARD, KEY ="MacKay and Neal", AUTHOR ="D. J. C. MacKay and R. M. Neal", TITLE ="Automatic relevance determination for Neural Networks", YEAR ="1994", NUMBER ="In preparation", INSTITUTION ="Cambridge University", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: University of Toronto"} @PHDTHESIS{MacKay91, AUTHOR ="D. J. C. MacKay", TITLE ="Bayesian Methods for Adaptive Models", YEAR =1991, SCHOOL ="California Institute of Technology"} @Misc{Eddy_MacKay, author = "S. R. Eddy and D. J. C. MacKay", title = "Is the {P}ope the {P}ope? (Correspondence in {\em Nature\/} 382, 490)", journal="Nature", volume=382, year = 1996, month = "August", pages = 490, annote = "8 Aug 96" } @InCollection{MullerMacKayHerz96, author = {R. M\"uller and D. J. C. MacKay and Herz, A. V. M.}, title = "Associative memory using action potential timing", booktitle = "Proceedings of BioNet'96: Third Workshop `Bio-informatics and Pulsepropagating networks'", publisher = "publisher?", year = 1996, editor = "ed?", pages = "pp?", ANNOTE ="Date submitted: 15 Nov 96; Date accepted: 15 Nov 96; Collaborating institutes: University of Bremen"} @book{MacKay:itp, author = "David J. C. MacKay", title = "Information Theory, Inference, and Learning Algorithms", note = "Available from {\tt{http://www.inference.phy.cam.ac.uk/mackay/itila/}}", publisher={Cambridge University Press}, url="http://www.cambridge.org/0521642981", year = {2003} } % David J. C. MacKay (2003). "Information Theory, Inference, and Learning Algorithms", % Cambridge University Press, % available from http://www.inference.phy.cam.ac.uk/mackay/itila/ @unpublished{Badmos_etal97, AUTHOR ="A. Y. Badmos and H. K. D. H. Bhadeshia and D. J. C. MacKay", TITLE ="Neural network Models for the Tensile Properties of Mechanically Alloyed {ODS} Iron--alloys", YEAR ="1997", JOURNAL = "", VOLUME ="", number={}, pages="-", note={Submitted}, ANNOTE ="Date submitted: May 97; Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science"} @unpublished{Brun_etal97, AUTHOR ="F. Brun and T. Yoshida and J. D. Robson and V. Narayan and H. K. D. H. Bhadeshia and D. J. C. MacKay", TITLE ="Theoretical Design of Creep Resistant Steels", YEAR ="1997", JOURNAL = "", VOLUME ="", number={}, pages="-", note={Submitted}, ANNOTE ="Date submitted: Sep 97; Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science"} @article{Lalam_etal97, AUTHOR ="S. H. Lalam and H. K. D. H. Bhadeshia and D. J. C. MacKay", TITLE ="Estimation of the Mechanical Properties of Ferritic Steel Welds: Part {I}: Yield and Tensile Strength", YEAR ="2000", JOURNAL = "Science and Technology of Welding and Joining", VOLUME ="5", number={3}, pages="135-147", ANNOTE ="Date submitted: May 99; accepted . Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science."} % mrao number? @INPROCEEDINGS{FreyMacKay97, KEY ="", AUTHOR ="B. J. Frey and D. J. C. MacKay", TITLE ="Trellis-constrained Codes", BOOKTITLE ="Proceedings of the 35th Allerton Conference on Communication, Control, and Computing, Sept.\ 1997", place = "Champaign-Urbana, Illinois", annote = "Available at {\tt http://www.cs.utoronto.ca/\verb+~+frey}", EDITOR ="", PUBLISHER ="", ADDRESS ="", YEAR ="1998", PAGES ="", ANNOTE ="Date submitted: jun 97; Date accepted: jun 97; Collaborating institutes: Univ of Toronto. MRAO "} @Unpublished{frey-mackay-98b, key = "Frey", author = "B.~J. Frey and D.~J.~C. MacKay", title = "Trellis-constrained codes", note = "Submitted to \emph{IEEE Trans. on Communications}", year = "1998" } @INPROCEEDINGS{FreyMacKay98, KEY ="", AUTHOR ="B. J. Frey and D. J. C. MacKay", TITLE ={A Revolution: Belief Propagation in Graphs with Cycles}, BOOKTITLE ={Advances in Neural Information Processing Systems 10}, EDITOR ="M. I. Jordan and M. J. Kearns and S. A. Solla", PUBLISHER ="MIT Press", ADDRESS ="Cambridge MA.", YEAR ="1998", PAGES ="479--485", anNOTE ="Available at {\tt http://www.cs.utoronto.ca/\verb+~+frey}", ANNOTE ="Date submitted: jun 97; Date accepted: ; Collaborating institutes: Univ of Toronto. MRAO "} % Same as: @InCollection{frey-mackay-98c, key = "Frey", author = "B.~J. Frey and D.~J.~C. MacKay", title = "A revolution: {B}elief propagation in graphs with cycles", booktitle = "Advances in Neural Information Processing Systems 1997, Volume 10", editor = "M.~I. Jordan and M.~I. Kearns and S.~A. Solla", year = "1998", publisher = "MIT Press", place = "Cambridge MA.", pages = "479--485", note = "Available at {\tt http://www.cs.utoronto.ca/\verb+~+frey}" } @article{Takeuchi_etal97:Jap, AUTHOR ="R. Takeuchi and D. J. C. MacKay and S. Nakazawa and T. Matsumoto", TITLE ="Inferring Hyperparameters and Regularizers for Standard Regularization Problems", YEAR =1997, journal = "Trans. of the Institute of Electronics, Information and Communication Engineers", volume={J80-D-II}, number={9}, pages="2502-2511", note="In Japanese", ANNOTE ="Date submitted: ; Date accepted: ; Collaborating institutes: Waseda University, Tokyo"} @Incollection{MacKay97:erice, author = "D. J. C. MacKay", title = "Introduction to {M}onte {C}arlo Methods", publisher = "Kluwer", booktitle={Learning in Graphical Models}, year = "1998", editor = "M. I. Jordan", pages = "175-204", series={NATO Science Series} } @article{Fujii_etal99, AUTHOR ="H. Fujii and D. J. C. MacKay and H. K. D. H. Bhadeshia and H. Harada and K. Nogi", TITLE ="Prediction of Creep Rupture Life in {N}ickel-Base Superalloys using {B}ayesian Neural Network", YEAR ="1999", journal={J. Japan Inst. Metals}, volume={63}, number={7}, pages={905-911}, note={In Japanese}, ANNOTE ="Submitted Nov 2 98; Accepted Apr 19 1999. Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science"} @inproceedings{Fujii_etal98, AUTHOR ="H. Fujii and D. J. C. MacKay and H. K. D. H. Bhadeshia and H. Harada and K. Nogi", TITLE ="Estimation of Creep Rupture Strength in {N}ickel Base Superalloys", YEAR ="1998", booktitle={Proceedings 6th Liege Conference on Materials for Advanced Power Engineering}, ANNOTE ="May 1998. conference 5-7 October 1998; Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science"} @article{Ichikawa96, KEY ="K. Ichikawa", AUTHOR ="K. Ichikawa and H. K. D. H. Bhadeshia and D. J. C. MacKay", TITLE ="Model for Hot Cracking in Low-Alloy Steel Weld Metals", YEAR =1996, JOURNAL = "Science and Technology of Welding and Joining", VOLUME = "1", PAGES ="43-50" } @Incollection{MacKay98:gp, author = "D. J. C. MacKay", title = "Introduction to {G}aussian Processes", publisher = "Kluwer", booktitle={Neural Networks and Machine Learning}, series={NATO ASI Series}, year = "1998", editor = "C. M. Bishop", pages = "133-166" } @InProceedings{DM_LDPC_ITW98, author = {M. C. Davey and D. J. C. MacKay}, title = {Low Density Parity Check Codes over {GF}(q)}, booktitle = {Proceedings of the 1998 IEEE Info. Theory Workshop}, year = {1998}, month = {June}, organization = {IEEE}, pages={70-71}, key = {Davey and MacKay} } %MD_LDPC_IRREG, @INPROCEEDINGS{MacKayAllerton98, KEY ="", AUTHOR ="D. J. C. MacKay and S. T. Wilson and M. C. Davey", TITLE ="Comparison of Constructions of Irregular {G}allager Codes", BOOKTITLE ="Proceedings of the 36th Allerton Conference on Communication, Control, and Computing, Sept.\ 1998", EDITOR ="", PUBLISHER ="Allerton House", ADDRESS ="Monticello, Illinois", YEAR ="1998", PAGES ="220-229", ANNOTE ="Date submitted: jun 98; Date accepted: jun 98; MRAO "} @article{MacKayWilsonDavey98, KEY ="", AUTHOR ="D. J. C. MacKay and S. T. Wilson and M. C. Davey", TITLE ="Comparison of Constructions of Irregular {G}allager Codes", journal={IEEE Trans. on Communications}, issn={0018-9332}, YEAR ="1999", PAGES ="1449-1454", volume={47},number={10},month={October}, annote={Both co-authors were supervised research students}, ANNOTE ="Date submitted: jun 98; Date accepted: apr 21 1999; MRAO "} % To appear. Also available from {\tt{http://www.inference.phy.cam.ac.uk/mackay/abstracts/ldpc-irreg.html}}}, @article{Narayan_etal98, AUTHOR ="V. Narayan and R. Abad and B. Lopez and H. K. D. H. Bhadeshia and D. J. C. MacKay", TITLE ="Estimation of Hot Torsion Stress Strain Curves in Iron Alloys Using a Neural Network Analysis", YEAR ="1998", JOURNAL = "ISIJ International", volume={39}, number={10}, pages = {999-1005}, ANNOTE ="Date submitted: Sep 98; Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science"} @article{Yoshitake_etal98, AUTHOR ="S. Yoshitake and V. Narayan and H. Harada and H. K. D. H. Bhadeshia and D. J. C. MacKay", TITLE ="Estimation of the $\gamma$ and $\gamma'$ Lattice Parameters in {N}ickel-base Superalloys Using Neural Network Analysis", YEAR ="1998", JOURNAL = "ISIJ International", VOLUME ="38", number={5}, pages="495-502", ANNOTE ="Date submitted: Sep 97; Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science"} @article{Singh_etal98, AUTHOR ="S. B. Singh and H. K. D. H. Bhadeshia and D. J. C. MacKay and H. Carey and I. Martin", TITLE ={Neural Network Analysis of Steel Plate Processing}, YEAR ="1998", JOURNAL = "Ironmaking and Steelmaking", VOLUME ="25", number={5}, pages="355-365", abstract={The process of rolling is very complicated and the number of parameters which determines the final properties can be very large. It is extremely difficult therefore to develop a physical model for predicting various properties like yield and tensile strengths. In the present work, a neural network technique which can recognise complex relationships was employed to develop a quantitative method for estimating the yeild and tensile strengths as a function of steel composition and rolling parameters. The model was tested extensively to confirm that the predictions are reasonable in the context of metallurgical principles and other data published in the literature. }, url={http://www.msm.cam.ac.uk/phase-trans/abstracts/processing.html}, ANNOTE ="Date submitted: Jan 98; Accepted: July 1998; Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science"} %%% up to here (search ahead for ADD NEW) % 22 Feb 2001, print issue march 2001 @article{PattersonChildsMacKay00, title={Exact sampling from non-attractive distributions using summary states}, author={Andrew M. Childs and Ryan B. Patterson and David J. C. MacKay}, year={2001}, journal={Physical Review E}, volume={63}, annote={036113}, pages={036113}, annote={036113 (5 pages)} } @unpublished{MacKayEncyclopedia98, KEY ="", AUTHOR ="D. J. C. MacKay", TITLE ="Encyclopedia of Sparse Graph Codes", ADDRESS ="", YEAR ="1998", PAGES ="", note={{\verb|http://www.inference.phy.cam.ac.uk/mackay/|}}, ANNOTE ="Date submitted: ; Date accepted: ; MRAO "} @unpublished{MacKay99ENC, KEY ="", AUTHOR ="D. J. C. MacKay", TITLE ="Encyclopedia of Sparse Graph Codes (hypertext archive)", ADDRESS ="", YEAR ="1999", PAGES ="", note={{\verb|http://www.inference.phy.cam.ac.uk/mackay/codes/data.html|}}, ANNOTE ="Date submitted: ; Date accepted: ; MRAO "} @article{Lalam_etal99a, AUTHOR ="S. H. Lalam and H. K. D. H. Bhadeshia and D. J. C. MacKay", TITLE ="Estimation of the Mechanical Properties of Ferritic Steel Welds: Part {II}: Elongation and {C}harpy Toughness", YEAR ="2000", JOURNAL = "Science and Technology of Welding and Joining", VOLUME ="5", number={3}, pages="149-160", ANNOTE ="Date submitted: Dec 99; accepted . Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science."} @article{Lalam_etal99b, AUTHOR ="S. H. Lalam and H. K. D. H. Bhadeshia and D. J. C. MacKay", TITLE ="The {C}harpy Impact Transition Temperature for some Ferritic Steel Welds", YEAR ="2000", JOURNAL = "Australisian Welding Journal", VOLUME ="45", number={}, pages="33-37", ANNOTE ="Date submitted: Dec 99; accepted . Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science."} % Science and Technology of Welding and Joining", @article{Lalam_etal99c, AUTHOR ="S. H. Lalam and H. K. D. H. Bhadeshia and D. J. C. MacKay", TITLE ="{B}ruscato factor in the Temper Embrittlement of Welds", YEAR ="2000", JOURNAL = "Science and Technology of Welding and Joining", VOLUME ="5", number={5}, pages="338-340", ANNOTE ="Date submitted: Dec 99; accepted . Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science."} % mrao number? % de Sa, V.R., & MacKay, D. J. C. (2001). Model fitting as an Aid to Bridge Balancing in Neuronal Recording. {\it Neurocomputing} (special issue devoted to Proceedings of the CNS 2000 meeting) Vol38-40, 1651--1656. @article{deSaMacKay2001, author={de Sa, V. R. and MacKay, D. J. C.}, year={2001}, title={Model fitting as an Aid to Bridge Balancing in Neuronal Recording}, journal={Neurocomputing}, annote={special issue devoted to Proceedings of the CNS 2000 meeting}, volume={38-40}, pages={1651-1656} } @misc{MacKaydeCharmsdeSa1999, year={1999}, title={A Comment on Data Shuffling}, author={David J. C. MacKay and Christopher deCharms and de Sa, Virginia R.}, note={Available from {\tt{http://www.inference.phy.cam.ac.uk/mackay/abstracts/shuffle.html}}} } @misc{MacKayWills2000, year={2000}, title={Time-warp-invariant computation with action potentials: {D}eductions about the {Hopfield--Brody} Mouse}, author={David J. C. MacKay and Sebastian A. Wills}, note={{\tt{http://www.inference.phy.cam.ac.uk/mackay/HBMouse.html}}}, annote={In December 2000, the Inference Group won both parts of Hopfield and Brody's `mouse brain' competition.} } @misc{MacKayWills2003, year={2003}, title={ Simultaneous Multiple Recall with Spiking Neurons}, author={ Sebastian A. Wills and David J. C. MacKay }, note={Submitted to Computational and Systems Neuroscience 2004} } @article{Yescas_etal01, AUTHOR ="M. A. Yescas and H. K. D. H. Bhadeshia and D. J. C. MacKay", TITLE ="Estimation of the amount of retained austenite in austempered ductile irons using neural networks", YEAR ="2001", JOURNAL = "Materials Science and Technology", VOLUME ="A311", pages="162-173", ANNOTE ="Date submitted: 21 Aug 2000; accepted . Collaborating institutes: Cambridge University Department of Metallurgy and Materials Science."} % mrao number? @Article{KMK:03, author = {Kreil, David P. and MacKay, David J. C.}, title = {Reproducibility Assessment of Independent Component Analysis of Expression Ratios from {DNA} Microarrays}, journal = {Comparative and Functional Genomics}, year = 2003, volume = 4, number = {3}, pages = {300-317} } @article{DasherACNR, author={MacKay, David J. C.}, title={Dasher -- an Efficient Keyboard Alternative}, journal={Advances in Clinical Neuroscience and Rehabilitation}, volume={3},number={2},pages={24},month={May/June},year={2003}, url={http://www.acnr.co.uk/contents3-2.htm} } % ADD ME!! @article{saidi2002, title={Independent Component Analysis of Microarray Data in the Study of Endometrial Cancer}, author={Saidi, Sam and Cath Holland and Kreil, David P. and Steve Charnock-Jones and Cris Print and MacKay, David J. C. and Smith, Stephen}, year={2004}, journal={Oncogene}, note={To appear}, annote={Independent Component Analysis of Microarray Data in the Study of Endometrial Cancer} } % ADD NEW MacKay papers here (search back for 'up to here') % % DJCM marker 1 (another below) @unpublished{MacKay-irreg-its, title={Decoding Times of Irregular {G}allager Codes}, author={D. J. C. MacKay}, note={Unpublished}, year={1998} } @unpublished{MacKay-ra-its, title={Decoding Times of Repeat-Accumulate Codes}, author={D. J. C. MacKay}, note={Unpublished}, year={1998} } @unpublished{MacKay-SGC-AmblesideI, title={Sparse Graph Codes}, author={D. J. C. MacKay}, note={Extended Abstract, Ambleside meeting}, year={1999} } @inproceedings{MacKay-SGC-AmblesideII, title={{G}allager Codes -- Recent Results}, author={D. J. C. MacKay}, booktitle={Coding, Communications and Broadcasting}, annote={Proceedings of International Symposium on Communication Theory and Applications, Ambleside, 1999}, publisher={Research Studies Press}, address={Baldock, Hertfordshire, England}, editor={P. Farrell, M. Darnell and B. Honary}, pages={139-150}, year={2000} } % MacKay Kschischang and Frey % compound codes % Frey and MacKay % shortened turbo codes @inproceedings{FreyMacKay00b, title={Irregular Turbocodes}, author={B. J. Frey and David J. C. MacKay}, year={2000}, booktitle={Proceedings 2000 IEEE International Symposium on Info. Theory}, pages={121}, annote={ISIT 2000} } @inproceedings{DaveyMacKay99a, title={Watermark Codes: Reliable communication over Insertion/Deletion channels.}, author={Matthew C. Davey and David J. C. MacKay}, year={2000}, booktitle={Proceedings 2000 IEEE International Symposium on Info. Theory}, pages={477}, annote={ISIT 2000} } @article{DaveyMacKay99b, title={Reliable communication over channels with insertions, deletions and substitutions.}, author={Matthew C. Davey and David J. C. MacKay}, year={2001}, journal={IEEE Trans. on Info. Theory}, volume={47}, number={2}, pages={687-698}, annote={Submitted 1999} } @inproceedings{RatzerMacKay00, title={Codes for Channels with Insertions, Deletions and Substitutions}, author={Edward A. Ratzer and David J. C. MacKay}, pages={149-156}, booktitle={Proceedings of 2nd International Symposium on Turbo Codes and Related Topics, Brest, France, 2000}, year={2000} } @inproceedings{FreyMacKay00, title={Irregular Turbo-like Codes}, author={B. J. Frey and David J. C. MacKay}, pages={67-72}, booktitle={Proceedings of 2nd International Symposium on Turbo Codes and Related Topics, Brest, France, 2000}, year={2000} } @unpublished{MacKay00RLLT, title={An Alternative to Runlength-limiting Codes: Turn Timing Errors into Substitution Errors}, author={David J. C. MacKay}, year={2000}, abstractURL="http://www.inference.phy.cam.ac.uk/mackay/abstracts/rllt.html", postscriptURL="ftp://www.inference.phy.cam.ac.uk/pub/mackay/rllt.ps.Z", note={Available from {\tt{http://www.inference.phy.cam.ac.uk/mackay/}}} } @inproceedings{MacKay99RLL, title={Almost-certainly Runlength-limiting Codes}, author={David J. C. MacKay}, booktitle={Proceedings of the IMA Cryptography and Coding Conf. 2001}, publisher={Springer}, year={2001}, note={Also available from {\tt www.inference.phy.cam.ac.uk/mackay}} } @InCollection{McElieceMacKay00, AUTHOR ="S. Aji and H. Jin and A. Khandekar and R. J. McEliece and D. J. C. MacKay", title={{BSC} Thresholds for Code Ensembles based on `Typical Pairs' Decoding}, booktitle = {Codes, Systems and Graphical Models}, volume={123}, series = {IMA Volumes in Mathematics and its Applications}, publisher = {Springer}, year = 2000, editor = {B. Marcus and J. Rosenthal}, address = {New York}, pages={195-210} } @InCollection{MacKayDaveyR3, AUTHOR ="D. J. C. MacKay and M. C. Davey", title={Two Small {G}allager codes}, booktitle = {Codes, Systems and Graphical Models}, volume={123}, series = {IMA Volumes in Mathematics and its Applications}, publisher = {Springer}, year = 2000, editor = {B. Marcus and J. Rosenthal}, address = {New York}, pages={131-134} } % seagate @InCollection{MacKayHighRate98, KEY ="", AUTHOR ="D. J. C. MacKay and M. C. Davey", TITLE ="Evaluation of {G}allager Codes for Short Block Length and High Rate Applications", booktitle = {Codes, Systems and Graphical Models}, volume={123}, series = {IMA Volumes in Mathematics and its Applications}, publisher = {Springer}, year = 2000, pages={113-130}, editor = {B. Marcus and J. Rosenthal}, address = {New York}, url={http://www.inference.phy.cam.ac.uk/mackay/CodesRegular.html} } % was dasher00 @inproceedings{ward2000, author="D. J. Ward and A. F. Blackwell and D. J. C. MacKay", year="2000", booktitle="Proceedings of {User Interface Software and Technology} 2000", title="Dasher -- {A} Data Entry Interface Using Continuous Gestures and Language Models", pages="129-137", annote={The 13th Annual ACM Symposium on User Interface Software and Technology} } @article{ward2002, author="D. J. Ward and A. F. Blackwell and D. J. C. MacKay", title="Dasher -- {A} Data Entry Interface Using Continuous Gestures and Language Models", year="2002", journal={Human-Computer Interaction}, volume={17}, number={2-3}, pages={199-228} } @article{wardmackay2002, author="D. J. Ward and D. J. C. MacKay", title="Fast Hands-free writing by Gaze Direction", year="2002", journal={Nature}, volume={418}, number={6900}, pages={838}, url={http://www.inference.phy.cam.ac.uk/mackay/abstracts/eyeshortpaper.html} } @unpublished{Dasher00, title={Dasher -- a Data Entry Interface Using Continuous Gestures and Language Models}, author={David J. Ward and Alan F. Blackwell and David J. C. Mackay}, year={2000}, note={submitted to ACM conference} } @unpublished{MacKay00Thresholds, title={On Thresholds of Codes}, author={David J. C. MacKay}, year={2000}, note={{\tt www.inference.phy.cam.ac.uk/mackay/abstracts/theorems.html}} } @unpublished{MacKay00Puncture, title={Punctured and Irregular High-Rate {G}allager Codes}, author={David J. C. MacKay}, year={2000}, note={{\tt www.inference.phy.cam.ac.uk/mackay/abstracts/puncture.html}} } % kji @article{Inskip2001, title={{K-Z} diagrams for {3CR} and {6C} Galaxies in a selection of Different Cosmologies}, author={K. J. Inskip and P. N. Best and M. S. Longair and D. J. C. MacKay}, journal={M.N.R.A.S.}, year={2002}, page =277, volume =329, issue= 2, note={astro-ph/0110054} } @techreport{MYFW2001, author={D. J. C. MacKay and J. S. Yedidia and W. T. Freeman and Y. Weiss}, title={A Conversation about the {B}ethe Free Energy and Sum-Product}, institution={Cambridge University / Mitsubishi}, note={MERL TR-2001-18}, year={2001}, url={http://www.merl.com/reports/TR2001-18/index.html or http://www.inference.phy.cam.ac.uk/mackay/abstracts/bethe.html} } % non-negative @inproceedings{ obd00nonnegative, author = "Downs, O. B. and MacKay, D. J. C. and Lee, D. D. ", title = "The Nonnegative {B}oltzmann Machine", booktitle = "Advances in Neural Information Processing Systems 12.", editor={S.A. Solla and T.K. Leen and K.-R. M\"uller}, publisher={MIT Press}, year = "2000", url = "citeseer.nj.nec.com/downs00nonnegative.html", abstract={ The nonnegative Boltzmann machine (NNBM) is a recurrent neural network model that can describe multimodal nonnegative data. Application of maximum likelihood estimation to this model gives a learning rule that is analogous to the binary Boltzmann machine. We examine the utility of the mean field approximation for the NNBM, and describe how Monte Carlo sampling techniques can be used to learn its parameters. Reflective slice sampling is particularly well-suited for this distribution, and can efficiently be implemented to sample the distribution. We illustrate learning of the NNBM on a translationally invariant distribution, as well as on a generative model for images of human.} } @PhdThesis{MiskinPHD, author = {James W. Miskin}, title = {Ensemble Learning for Independent Component Analysis}, school = {Department of Physics, University of Cambridge}, type={PhD}, year = 2001, url={http://www.inference.phy.cam.ac.uk/jwm1003/} } @InProceedings{miskin1, author = {Miskin, J. W. and MacKay, D. J. C.}, title = {Ensemble Learning for Blind Image Separation and Deconvolution}, booktitle = {Advances in Independent Component Analysis}, editor={M. Girolami}, publisher = {Springer}, year = {2000}, url={http://www.inference.phy.cam.ac.uk/jwm1003/} } @InProceedings{miskin2, author = {Miskin, J. W. and MacKay, D. J. C.}, title = {Application of Ensemble Learning to Infra-Red Imaging}, booktitle = {Proceedings of the Second International Workshop on Independent Component Analysis and Blind Signal Separation}, pages = {399-404}, year = {2000} } % year and editor and ?????????}, @InCollection{miskin3, author = {Miskin, J. W. and MacKay, D. J. C.}, title = {Ensemble Learning for Blind Source Separation}, booktitle={ICA: Principles and Practice}, editor={S.J. Roberts and R.M. Everson}, year={2001}, publisher={Cambridge University Press}, address={Cambridge} } @techreport{mackaymiskin01, title={Latent Variable Models for Gene Expression Data}, author={David J. C. MacKay and James W. Miskin}, institution={University of Cambridge, Department of Physics}, year=2001, url={http://www.inference.phy.cam.ac.uk/mackay/abstracts/icagenes.html} } @article{martogliomiskin, author = {Martoglio, A.-M. and Miskin, J. W. and Smith, S. K. and MacKay, D. J. C.}, title = {A Decomposition Model to Track Gene Expression Signatures: Preview on Observer-independent Classification of Ovarian Cancer}, journal={Bioinformatics}, volume={18}, number={12}, pages={1617-1624}, year = {2002}, annote={Bioinformatics (2002) Dec; 18(12):1617-1624}, url={http://www.obgyn.cam.ac.uk/} } % what is this? @techreport{MacKayDecision2001, author={D. J. C. MacKay}, title={Decision theory -- a simple example}, institution={Cambridge University}, year={2001}, annote={Aug 6 2001}, note={http://www.inference.phy.cam.ac.uk/mackay/Decision.html }, url={http://www.inference.phy.cam.ac.uk/mackay/Decision.html } } @article{SkillingMacKay2002, title={Slice Sampling -- a Binary Implementation}, author={John Skilling and MacKay, David J. C.}, year={2003}, Volume={31},number={3}, pages={753-755}, month={June}, url={http://www.inference.phy.cam.ac.uk/mackay/abstracts/slice.html}, journal={Annals of Statistics}, note={Discussion of {\em Slice Sampling\/} by Radford M.~Neal } } @unpublished{Bloj2001, author="Roger F. Sewell and David J. C. MacKay and Iain McLean", year=2002, title={A maximum entropy approach to fair elections}, url={http://www.cambridgeconsultants.com/PDFs/RFSpdf.pdf or http://www.inference.phy.cam.ac.uk/mackay/RFSpdf.pdf}, note={Submitted to {\em Politics, Philosophy, and Economics}, Dec 2002} } % MISKIN PAPERS????????????? % title={Dynamic neural network models for aluminium alloy processing}, @inproceedings{ChristelleEtAl2002, author={Christelle Royer Crotaz and Hugh Shercliffe and David J. C. MacKay}, conference={ICAA8}, booktitle={Materials Science Forum. volumes 396-402, Aluminium alloys, their Physical and Mechanical Properties, proceedings of the 8th international conference ICAA8, Cambridge, UK, July 2-5 2002}, publisher={Trans Tech Publications}, editor={P.J. Gregson and S.J. Harris}, title={Advanced Statistical Modelling of Processing of Aluminium Alloys}, pages={643-648}, year={2002} } @techreport{MacKayEuro2002, author={David J. C. MacKay}, title={Belgian euro coins: 140 heads in 250 tosses -- suspicious?}, institution={University of Cambridge, Department of Physics}, note={Available online from http://www.inference.phy.cam.ac.uk/mackay/abstracts/euro.html}, url={http://www.inference.phy.cam.ac.uk/mackay/abstracts/euro.html}, year={2002} } % UNPUBLISHED journal = "IEEE Trans. Communications", @inproceedings{HeskethMacKay97, KEY ="", AUTHOR ="D. J. C. MacKay and C. P. Hesketh", TITLE ="Performance of Low Density Parity Check Codes as a Function of Actual and Assumed Noise Levels", YEAR =2003, booktitle={Proceedings of MFCSIT2002, Galway}, volume={74}, series={Electronic Notes in Theoretical Computer Science}, publisher={Elsevier}, url={{\tt http://www.inference.phy.cam.ac.uk/mackay/abstracts/sensit.html}}, PAGES ="", ANNOTE ="Collaborating institutes: none. Volume 74 of ENTCS"} @inproceedings{MacKayPostol2002, author={MacKay, David J. C. and Postol, M. J. }, title={Weaknesses of {M}argulis and {R}amanujan--{M}argulis Low-Density Parity-Check Codes}, booktitle={Proceedings of MFCSIT2002, Galway}, volume={74}, series={Electronic Notes in Theoretical Computer Science}, publisher={Elsevier}, url={http://www.inference.phy.cam.ac.uk/mackay/abstracts/margulis.html}, year={2003}, annote={Volume 74 of ENTCS} } @article{mackaymitchisonmcfadden2003, year={2004}, annote={Submitted to {\em IEEE Trans. on Info. Theory\/} May 8, 2003}, journal={IEEE Trans. on Info. Theory}, volume=50, number=10, pages={2315-2330}, annote={First published: Thu, 24 Apr 2003 21:20:34 GMT, Submitted to {\em IEEE Trans. on Info. Theory\/} May 8, 2003. Longer version available at {\tt{quant-ph/0304161}}}, annote={{MacKay, David J. C., Mitchison, Graeme J. and McFadden, Paul L.} (2004). {Sparse-Graph Codes for Quantum Error-Correction}, {\em IEEE Trans.\ on Info. Theory}, {\bf{50}} (10), 2315--2330. }, author={MacKay, David J. C. and Mitchison, Graeme J. and McFadden, Paul L.}, title={Sparse-Graph Codes for Quantum Error-Correction}, abstract={ We present sparse graph codes appropriate for use in quantum error-correction. Quantum error-correcting codes based on sparse graphs are of interest for three reasons. First, the best codes currently known for classical channels are based on sparse graphs. Second, sparse graph codes keep the number of quantum interactions associated with the quantum error correction process small: a constant number per quantum bit, independent of the blocklength. Third, sparse graph codes often offer great flexibility with respect to blocklength and rate. We believe some of the codes we present are unsurpassed by previously published quantum error-correcting codes. } } @misc{mackaymitchisonmcfadden2003Long, year={2003}, howpublished = {{\tt{quant-ph/0304161}}}, annote={First published: Thu, 24 Apr 2003 21:20:34 GMT, Submitted to {\em IEEE Trans. on Info. Theory\/} May 8, 2003.}, author={MacKay, David J. C. and Mitchison, Graeme J. and McFadden, Paul L.}, title={Sparse-Graph Codes for Quantum Error-Correction}, abstract={ We present sparse graph codes appropriate for use in quantum error-correction. Quantum error-correcting codes based on sparse graphs are of interest for three reasons. First, the best codes currently known for classical channels are based on sparse graphs. Second, sparse graph codes keep the number of quantum interactions associated with the quantum error correction process small: a constant number per quantum bit, independent of the blocklength. Third, sparse graph codes often offer great flexibility with respect to blocklength and rate. We believe some of the codes we present are unsurpassed by previously published quantum error-correcting codes. } } % ed's paris conference @inproceedings{RatzerMacKay2003, title={Sparse Low-Density Parity-Check Codes for Channels with Cross-Talk}, author={Edward A. Ratzer and David J. C. MacKay}, year={2003}, booktitle={Proceedings of 2003 IEEE Info. Theory Workshop, Paris}, annote={Paper 0164 on http://itw2003.enst.fr/program.html} } @misc{MacKayRectangles2003, title={Simple Proofs of a Rectangle Tiling Theorem}, author={David J. C. MacKay}, year={2003}, note={{\tt{http://www.inference.phy.cam.ac.uk/mackay/abstracts/rectangles.html}}} } @inproceedings{GarrettDasher2003, title={Implementation of {Dasher}, an Information-Efficient Input Mechanism}, author={Matthew Garrett and David Ward and Iain Murray and Phil Cowans and David J. C. MacKay}, year={2003}, booktitle={Proceedings of GUADEC 2003}, annote={Paper 0164 on http://itw2003.enst.fr/program.html} } @article{MacKayGlotDasher2003, title={{Dasher}, an Efficient Keyboard Alternative}, author={David J. C. MacKay}, year={2003}, journal={Glot International}, volume=7, number={7/8}, pages={} } @misc{HansenMacKayNielsenHansen2004, title={Eye Tracking in the Wild}, author={Dan Witzner Hansen and David J. C. MacKay and Mads Nielsen and John Paulin Hansen}, note={poster at Eye Tracking Research and Applications (ETRA04), San Antonio, TX, 22-24 March}, year={2004}, Abstract={ We address the problem of using off-the-shelf components for gaze-based interaction. We examine basic properties of gaze determination when the geometry of the the camera, screen and user is unknown. In particular we present a lower bound the number of calibration points needed for gaze determination and we examine degenerate configurations. Secondly we propose a method for gaze determination based on Gaussian Process interpolation. These facilitate error measures on gaze estimation based purely on the training data. Gaussian Processes provide a way of getting feedback from gaze estimation and thus holds potential for changing the common input-output approach to gaze estimation to a more dynamical one, without using any other information than the calibration data. } } @inproceedings{MacKayButtons2004, title={Efficient communication with one or two buttons}, author={David J. C. MacKay and Chris J. Ball and Mick Donegan}, booktitle={Proceedings of {\em Maximum Entropy and Bayesian Methods}}, editor={Rainer Fischer and Roland Preuss and Udo von Toussaint}, publisher={American Institute of Physics}, address={Melville, New York}, volume={735}, series={AIP Conference Proceedings}, pages=207-218, year={2004} } @inproceedings{MacKayBreath2005, title={Efficient communication by breathing}, author={Thomas H. Shorrock and David J. C. MacKay and Chris J. Ball}, booktitle={Proceedings of {\em Sheffield Machine Learning Workshop}}, editor={}, publisher={}, address={}, volume={}, series={}, pages=, year={2005} } %% , 2004}, @InCollection{MacKayFountainCodes, title={Fountain Codes}, year={2004}, annote={Review paper written for IEE meeting in London}, publisher={IEE}, pages={1-8}, author = {David J. C. MacKay}, booktitle = {The IEE Seminar on Sparse-Graph Codes}, address = {London} } @article{DasherInterfaces, author={MacKay, David J. C.}, title={Dasher -- an Efficient Keyboard Alternative}, journal={Interfaces}, volume={60},month={Autumn},year={2004}, pages={7-9} } % need to add from here on to my publications % ADD NEW MacKay papers here (search back for 'up to here') HERE