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Mélanie Rey
Mélanie Rey
Research Scientist, DeepMind
Verified email at google.com
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Cited by
Year
Full-length haplotype reconstruction to infer the structure of heterogeneous virus populations
FD Giallonardo, A Töpfer, M Rey, S Prabhakaran, Y Duport, C Leemann, ...
Nucleic acids research 42 (14), e115-e115, 2014
1282014
HIV haplotype inference using a propagating Dirichlet process mixture model
S Prabhakaran, M Rey, O Zagordi, N Beerenwinkel, V Roth
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB) 11 …, 2014
872014
Copula mixture model for dependency-seeking clustering
M Rey, V Roth
arXiv preprint arXiv:1206.6433, 2012
362012
HIV-haplotype inference using a constraint-based dirichlet process mixture model
S Prabhakaran, M Rey, O Zagordi, N Beerenwinkel, V Roth
Machine Learning in Computational Biology (MLCB) NIPS Workshop, 1-4, 2010
312010
Meta-Gaussian information bottleneck
M Rey, V Roth
Advances in Neural Information Processing Systems 25, 2012
272012
Sparse meta-Gaussian information bottleneck.
M Rey, V Roth, TJ Fuchs
ICML, 910-918, 2014
82014
Less can be more in contrastive learning
J Mitrovic, B McWilliams, M Rey
PMLR, 2020
72020
Copula models in machine learning
M Rey
University_of_Basel, 2015
52015
Information Bottleneck for Pathway-Centric Gene Expression Analysis
D Adametz, M Rey, V Roth
German Conference on Pattern Recognition, 81-91, 2014
22014
Gaussian dropout as an information bottleneck layer
M Rey, A Mnih
NeurIPS Bayesian Deep Learning Workshop, 2021
2021
Full-length HIV-1 Haplotype Reconstruction from Heterogeneous Virus Populations
A Töpfer, F Di Giallonardo, M Rey, S Prabhakaran, Y Duport, C Leemann, ...
Journal of Computational Biology, 2013
2013
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Articles 1–11