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Mélanie Rey
Mélanie Rey
Research Scientist, DeepMind
在 google.com 的电子邮件经过验证
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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
1432014
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
1022014
Copula mixture model for dependency-seeking clustering
M Rey, V Roth
arXiv preprint arXiv:1206.6433, 2012
372012
Learning to induce causal structure
NR Ke, S Chiappa, J Wang, A Goyal, J Bornschein, M Rey, T Weber, ...
arXiv preprint arXiv:2204.04875, 2022
312022
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
302012
Less can be more in contrastive learning
J Mitrovic, B McWilliams, M Rey
PMLR, 2020
192020
Sparse meta-Gaussian information bottleneck.
M Rey, V Roth, TJ Fuchs
ICML, 910-918, 2014
102014
Copula models in machine learning
M Rey
University_of_Basel, 2015
62015
Gaussian dropout as an information bottleneck layer
M Rey, A Mnih
NeurIPS Bayesian Deep Learning Workshop, 2021
42021
DiscoGen: Learning to Discover Gene Regulatory Networks
NR Ke, SJ Dunn, J Bornschein, S Chiappa, M Rey, JB Lespiau, ...
arXiv preprint arXiv:2304.05823, 2023
32023
Understanding Deep Generative Models with Generalized Empirical Likelihoods
S Ravuri, M Rey, S Mohamed, MP Deisenroth
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
22023
Information Bottleneck for Pathway-Centric Gene Expression Analysis
D Adametz, M Rey, V Roth
German Conference on Pattern Recognition, 81-91, 2014
22014
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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