Mélanie Rey

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 6

Top Topics

Gene Expression

Haplotype Inference

Information Bottleneck

Generative Model

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Piotr Mirowski, David Warde-Farley, Mihaela Rosca, Matthew Koichi Grimes, Yana Hasson, Hyunjik Kim, Mélanie Rey, Simon Osindero, Suman V. Ravuri, Shakir Mohamed
Neural Compression of Atmospheric States. CoRR (2024)
Suman V. Ravuri, Mélanie Rey, Shakir Mohamed, Marc Peter Deisenroth
Understanding Deep Generative Models with Generalized Empirical Likelihoods. CoRR (2023)
Suman V. Ravuri, Mélanie Rey, Shakir Mohamed, Marc Peter Deisenroth
Understanding Deep Generative Models with Generalized Empirical Likelihoods. CVPR (2023)
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
Learning to Induce Causal Structure. ICLR (2023)
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, Michael Mozer, Danilo J. Rezende
DiscoGen: Learning to Discover Gene Regulatory Networks. CoRR (2023)
Jovana Mitrovic, Brian McWilliams, Mélanie Rey
Less can be more in contrastive learning. ICBINB@NeurIPS (2020)
Mélanie Rey, Volker Roth, Thomas J. Fuchs
Sparse meta-Gaussian information bottleneck. ICML (2014)
David Adametz, Mélanie Rey, Volker Roth
Information Bottleneck for Pathway-Centric Gene Expression Analysis. GCPR (2014)
Sandhya Prabhakaran, Mélanie Rey, Osvaldo Zagordi, Niko Beerenwinkel, Volker Roth
HIV Haplotype Inference Using a Propagating Dirichlet Process Mixture Model. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (1) (2014)
Mélanie Rey, Volker Roth
Meta-Gaussian Information Bottleneck. NIPS (2012)
Mélanie Rey, Volker Roth
Copula Mixture Model for Dependency-seeking Clustering. CoRR (2012)
Mélanie Rey, Volker Roth
Copula Mixture Model for Dependency-seeking Clustering. ICML (2012)