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All publications by Oliver Stegle
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It is all in the noise: Efficient multi-task Gaussian process inference with structured residuals
Barbara Rakitsch, Christoph Lippert, Karsten Borgwardt and Oliver Stegle
Advances in Neural Information Processing Systems 26, 2013


Efficient inference in matrix-variate Gaussian models with \iid observation noise
Oliver Stegle, Christoph Lippert, Joris M. Mooij, Neil D. Lawrence and Karsten M. Borgwardt
Advances in Neural Information Processing Systems 24, 2011


Probabilistic latent variable models for distinguishing between cause and effect
Oliver Stegle, Dominik Janzing, Kun Zhang, Joris M. Mooij and Bernhard Schölkopf
Advances in Neural Information Processing Systems 23, 2010


A kernel method for unsupervised structured network inference
Christoph Lippert, Oliver Stegle, Zoubin Ghahramani and Karsten M. Borgwardt
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Gaussian process product models for nonparametric nonstationarity
Ryan P. Adams and Oliver Stegle
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008