Publications of O Stegle
All genres
Journal Article (8)
1.
Journal Article
Using the past to estimate sensory uncertainty. eLife, pp. 1 - 42 (2020)
2.
Journal Article
7 (3), pp. 500 - 507 (2012)
Using probabilistic estimation of expression residuals (PEER) to obtain increased power and interpretability of gene expression analyses. Nature Protocols 3.
Journal Article
8 (1), pp. 1 - 9 (2012)
Joint Modelling of Confounding Factors and Prominent Genetic Regulators Provides Increased Accuracy in Genetical Genomics Studies. PLoS Computational Biology 4.
Journal Article
7 (1), pp. 1 - 10 (2011)
Joint Genetic Analysis of Gene Expression Data with Inferred Cellular Phenotypes. PLoS Genetics 5.
Journal Article
17 (3), pp. 355 - 367 (2010)
A Robust Bayesian Two-Sample Test for Detecting Intervals of Differential Gene Expression in Microarray Time Series. Journal of Computational Biology 6.
Journal Article
2010, pp. 1 - 11 (2010)
Statistical Tests for Detecting Differential RNA-Transcript Expression from Read Counts. Nature Precedings 7.
Journal Article
6 (5), pp. 1 - 11 (2010)
A Bayesian Framework to Account for Complex Non-Genetic Factors in Gene Expression Levels Greatly Increases Power in eQTL Studies. PLoS Computational Biology 8.
Journal Article
2010, 564946, pp. 1 - 6 (2010)
A toolbox for predicting G-quadruplex formation and stability. Journal of Nucleic Acids Conference Paper (9)
9.
Conference Paper
Efficient inference in matrix-variate Gaussian models with iid observation noise. In: Advances in Neural Information Processing Systems 24, pp. 630 - 638 (Eds. Shawe-Taylor, J.; Zemel, R.; Bartlett, P.; Pereira, F.; Weinberger, K.). Twenty-Fifth Annual Conference on Neural Information Processing Systems (NIPS 2011), Granada, Spain. Curran, Red Hook, NY, USA (2012)
10.
Conference Paper
Personalized medicine: from genotypes and molecular phenotypes towards computed therapy. In: Biocomputing 2012: Proceedings of the Pacific Symposium, pp. 323 - 326 (Eds. Altman, R.; Dunker, A.; Hunter, L.; Murray, T.; Klein, T.). Pacific Symposium on Biocomputing (PSB 2012), Kohala Coast, HI, USA, January 03, 2012 - January 07, 2012. World Scientific Publishing, Singapore (2012)
11.
Conference Paper
Personalized medicine: from genotypes and molecular phenotypes towards computed therapy. In: Biocomputing 2012: Proceedings of the Pacific Symposium, pp. 323 - 326 (Eds. Altman, R.; Dunker, A.; Hunter, L.; Murray, T.; Klein, T.). Pacific Symposium on Biocomputing (PSB 2012), Kohala Coast, HI, USA, January 03, 2012 - January 07, 2012. World Scientific Publishing, Singapore (2012)
12.
Conference Paper
Detecting low-complexity unobserved causes. In: 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), pp. 383 - 391 (Eds. Cozman, F.; Pfeffer, A.). 27th Conference on Uncertainty in Artificial Intelligence (UAI 2011), Barcelona, Spain, July 14, 2011 - July 17, 2011. AUAI Press, Corvallis, OR, USA (2011)
13.
Conference Paper
Probabilistic latent variable models for distinguishing between cause and effect. Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS 2010), Vancouver, BC, Canada, December 06, 2010 - December 11, 2010. Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, pp. 1687 - 1695 (2011)
14.
Conference Paper
197 (1), 012002, pp. 1 - 10 (2009)
Inference algorithms and learning theory for Bayesian sparse factor analysis. International Workshop on Statistical-Mechanical Informatics 2009 (IW-SMI 2009), Kyoto, Japan, September 13, 2009 - September 16, 2009. Journal of Physics: Conference Series 15.
Conference Paper
Discovering Temporal Patterns of Differential Gene Expression in Microarray Time Series. In: German Conference on Bioinformatics 2009 (GCB 2009), pp. 133 - 142 (Eds. Grosse, I.; Neumann, S.; Posch, S.; Schreiber, F.; Stadler, P.). German Conference on Bioinformatics 2009 (GCB 2009), Halle, Germany, September 28, 2009 - September 30, 2009. Gesellschaft für Informatik, Bonn, Germany (2009)
16.
Conference Paper
A robust Bayesian two-sample test for detecting intervals of differential gene expression in microarray time series. In: Research in Computational Molecular Biology: 13th Annual International Conference, RECOMB 2009, Tucson, AZ, USA, May 18-21, 2009, pp. 201 - 216 (Ed. Batzoglou, S.). 13th Annual International Conference on Research in Computational Molecular Biology (RECOMB 2009), Tucson, AZ, USA, May 18, 2009 - May 21, 2009. Springer, Berlin, Germany (2009)
17.
Conference Paper
A kernel method for unsupervised structured network inference. In: Twelfth International Conference on Artificial Intelligence and Statistics (AIStats 2009), pp. 368 - 375 (Eds. Van Dyk, D.; Welling, M.). Twelfth International Conference on Artificial Intelligence and Statistics (AIStats 2009), Clearwater Beach, FL, USA, April 16, 2009 - April 18, 2009. MIT Press, Cambridge, MA, USA (2009)
Meeting Abstract (1)
18.
Meeting Abstract
12 (Supplement 11), A3. Seventh International Society for Computational Biology (ISCB) Student Council Symposium 2011, Wien, Austria, July 15, 2011. BioMed Central (2011)
Efficient branch-and-bound techniques for two-locus association mapping. In BMC Bioinformatics, Talk (9)
19.
Talk
Exploiting NGS technologies for efficient and accurate genotype to phenotype mapping in plant systems. XVth Meeting of the EUCARPIA Section: Biometrics in Plant Breeding, Stuttgart-Hohenheim, Germany (2012)
20.
Talk
Association mapping of complex phenotypes using models at a systems level. Workshop Statistical and Dynamical Models in Biology and Medicine, Heidelberg, Germany (2010)