Copula Mixture Model for Dependency-seeking Clustering. - Mélanie Rey; Volker Roth 001 (ICML, 2012)

Meta-Gaussian Information Bottleneck. - Mélanie Rey; Volker Roth 001 (NIPS, 2012)

Information Bottleneck for Pathway-Centric Gene Expression Analysis. - David Adametz; Mélanie Rey; Volker Roth 001 (GCPR, 2014)

Sparse meta-Gaussian information bottleneck. - Mélanie Rey; Volker Roth 001; Thomas J. Fuchs (ICML, 2014)

HIV Haplotype Inference Using a Propagating Dirichlet Process Mixture Model. - Sandhya Prabhakaran; Mélanie Rey; Osvaldo Zagordi; Niko Beerenwinkel; Volker Roth 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2014)

Less can be more in contrastive learning. - Jovana Mitrovic; Brian McWilliams; Mélanie Rey (ICBINB@NeurIPS, 2020)

Understanding Deep Generative Models with Generalized Empirical Likelihoods. - Suman V. Ravuri; Mélanie Rey; Shakir Mohamed; Marc Peter Deisenroth (CVPR, 2023)

Learning to Induce Causal Structure. - Nan Rosemary Ke; Silvia Chiappa; Jane X. Wang; Jörg Bornschein; Anirudh Goyal; Mélanie Rey; Theophane Weber; Matthew M. Botvinick; Michael Curtis Mozer; Danilo Jimenez Rezende (ICLR, 2023)

DiscoGen: Learning to Discover Gene Regulatory Networks. - Nan Rosemary Ke; Sara-Jane Dunn; Jörg Bornschein; Silvia Chiappa; Mélanie Rey; Jean-Baptiste Lespiau; Albin Cassirer; Jane X. Wang; Theophane Weber; David G. T. Barrett; Matthew M. Botvinick; Anirudh Goyal; et al. (CoRR, 2023)

Neural Compression of Atmospheric States. - Piotr Mirowski; David Warde-Farley; Mihaela Rosca; Matthew Koichi Grimes; Yana Hasson; Hyunjik Kim; Mélanie Rey; Simon Osindero; Suman V. Ravuri; Shakir Mohamed (CoRR, 2024)