Mélanie Rey

Full-length haplotype reconstruction to infer the structure of heterogeneous virus populations

Volker Roth, Beda Joos, Armin Töpfer, 2014, Nucleic acids research.

HIV-Haplotype Inference using a Constraint-based Dirichlet Process Mixture Model

Volker Roth, Niko Beerenwinkel, Sandhya Prabhakaran, 2010 .

Copula models in machine learning

Mélanie Rey, Melanie Rey, 2015 .

HIV Haplotype Inference Using a Propagating Dirichlet Process Mixture Model

Volker Roth, Niko Beerenwinkel, Sandhya Prabhakaran, 2014, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Less can be more in contrastive learning

Brian McWilliams, Jovana Mitrovic, Mélanie Rey, 2020, ICBINB@NeurIPS.

Understanding Deep Generative Models with Generalized Empirical Likelihoods

Suman V. Ravuri, M. Deisenroth, S. Mohamed, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

DiscoGen: Learning to Discover Gene Regulatory Networks

Danilo Jimenez Rezende, Nan Rosemary Ke, Jane X. Wang, 2023, bioRxiv.

Gaussian dropout as an information bottleneck layer

Mélanie Rey, 2021 .

Copula Mixture Model for Dependency-seeking Clustering pdf

Volker Roth, Mélanie Rey, V. Roth, 2012, ICML.