Stegle, Oliver

9 publications

CLeaR 2024 Bicycle: Intervention-Based Causal Discovery with Cycles Martin Rohbeck, Brian Clarke, Katharina Mikulik, Alexandra Pettet, Oliver Stegle, Kai Ueltzhöffer

NeurIPSW 2023 Identifying Effects of Disease on Single-Cells with Domain-Invariant Generative Modeling Abdul Moeed, Martin Rohbeck, Kai Ueltzhoeffer, Pavlo Lutsik, Oliver Stegle, Marc Jan Bonder

ECML-PKDD 2016 Warped Matrix Factorisation for Multi-View Data Integration Naruemon Pratanwanich, Pietro Liò, Oliver Stegle

NeurIPS 2013 It Is All in the Noise: Efficient Multi-Task Gaussian Process Inference with Structured Residuals Barbara Rakitsch, Christoph Lippert, Karsten Borgwardt, Oliver Stegle

UAI 2011 Detecting Low-Complexity Unobserved Causes Dominik Janzing, Eleni Sgouritsa, Oliver Stegle, Jonas Peters, Bernhard Schölkopf

NeurIPS 2011 Efficient Inference in Matrix-Variate Gaussian Models with \iid Observation Noise Oliver Stegle, Christoph Lippert, Joris M. Mooij, Neil D. Lawrence, Karsten Borgwardt

NeurIPS 2010 Probabilistic Latent Variable Models for Distinguishing Between Cause and Effect Oliver Stegle, Dominik Janzing, Kun Zhang, Joris M. Mooij, Bernhard Schölkopf

AISTATS 2009 A Kernel Method for Unsupervised Structured Network Inference Christoph Lippert, Oliver Stegle, Zoubin Ghahramani, Karsten Borgwardt

ICML 2008 Gaussian Process Product Models for Nonparametric Nonstationarity Ryan Prescott Adams, Oliver Stegle