Mélanie Rey

According to our database, Mélanie Rey authored at least 10 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

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, Michael Mozer, Danilo J. Rezende

CoRR, 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

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Understanding Deep Generative Models with Generalized Empirical Likelihoods.

Suman V. Ravuri, Mélanie Rey, Shakir Mohamed, Marc Peter Deisenroth

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2020

Less can be more in contrastive learning.

Jovana Mitrovic, Brian McWilliams, Mélanie Rey

Proceedings of the "I Can't Believe It's Not Better!" at NeurIPS Workshops, 2020

2014

HIV Haplotype Inference Using a Propagating Dirichlet Process Mixture Model.

Sandhya Prabhakaran, Mélanie Rey, Osvaldo Zagordi, Niko Beerenwinkel, Volker Roth

IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Sparse meta-Gaussian information bottleneck.

Mélanie Rey, Volker Roth, Thomas J. Fuchs

Proceedings of the 31th International Conference on Machine Learning, 2014

Information Bottleneck for Pathway-Centric Gene Expression Analysis.

David Adametz, Mélanie Rey, Volker Roth

Proceedings of the Pattern Recognition - 36th German Conference, 2014

2012

Meta-Gaussian Information Bottleneck.

Mélanie Rey, Volker Roth

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Copula Mixture Model for Dependency-seeking Clustering.

Mélanie Rey, Volker Roth

Proceedings of the 29th International Conference on Machine Learning, 2012