Who I am
I am a PhD student at the Inference Group,
Cavendish Laboratories, University of
Cambridge.
My supervisor is David Mackay.
Research Interests
I am interested in Machine learning algorithms for problems in computational biology.
Genetic associations to gene expression levels
Prediction of the Stability of G-quadruplexes
Publications
- Oliver Stegle
Probabilistic Models in Computational Biology.
PhD thesis, University of Cambridge 2009
[pdf] - Oliver Stegle, Katherine Denby, David Wild, Zoubin Ghahramani and Karsten Borgwardt
A robust Bayesian two-sample test for detecting intervals of differential gene expression in microarray time series.
Lecture Notes in Computer Science (RECOMB) 2009
[pdf] - Oliver Stegle, Linda Payet, Jean-Louis Mergney, David J.C. MacKay and Julian L. Huppert
Predicting and understanding the stability of G-quadruplexes .
Bioinformatics (ISMB) 2009 to appear.
[pdf] - Christoph Lippert, Oliver Stegle, Zoubin Ghahramani, Karsten Borgwardt A kernel method for unsupervised structured network inference. AISTATS 2009
- Ryan P. Adams and Oliver Stegle Gaussian Process Product Models for Nonparametric Nonstationarity .
ICML 2008
[pdf] - Oliver Stegle, Anitha Kannan, Richard Durbin and John Winn
Accounting for Non-genetic Factors Improves the Power of eQTL Studies.
Lecture Notes in Computer Science (RECOMB) 2008.
[pdf] - Oliver Stegle, Sebastian V. Fallert, David J.C. MacKay and Soren Brage
Gaussian Process Robust Regression for Noisy Heart Rate Data.
Biomedical Engineering, IEEE Transactions on 2008
[link]
Contact Information
University of Cambridge
Cavendish Laboratory
Inference Group
Madingley Road
Cambridge CB3 0HE, U.K.
Email: os252@spam.cam.ac.uk (remove the annoying thing)
Phone: +44-1223-337238
Mobile: +44-7733071750