| 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 | 158 | 2014 |
| 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 | 135 | 2014 |
| 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 | 74 | 2022 |
| Copula mixture model for dependency-seeking clustering M Rey, V Roth arXiv preprint arXiv:1206.6433, 2012 | 42 | 2012 |
| Meta-Gaussian information bottleneck M Rey, V Roth Advances in Neural Information Processing Systems 25, 2012 | 32 | 2012 |
| Less can be more in contrastive learning J Mitrovic, B McWilliams, M Rey PMLR, 2020 | 30 | 2020 |
| 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 | 11 | 2023 |
| Sparse meta-Gaussian information bottleneck. M Rey, V Roth, TJ Fuchs ICML, 910-918, 2014 | 10 | 2014 |
| Gaussian dropout as an information bottleneck layer M Rey, A Mnih NeurIPS Bayesian Deep Learning Workshop, 2021 | 9 | 2021 |
| Copula models in machine learning M Rey | 8 | 2015 |
| 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 | 6 | 2023 |
| Neural Compression of Atmospheric States P Mirowski, D Warde-Farley, M Rosca, MK Grimes, Y Hasson, H Kim, ... arXiv preprint arXiv:2407.11666, 2024 | 4 | 2024 |
| Natural forests of the world–a 2020 baseline for deforestation and degradation monitoring M Neumann, A Raichuk, Y Jiang, M Rey, R Stanimirova, MJ Sims, ... Scientific Data 12 (1), 1715, 2025 | 3 | 2025 |
| Information Bottleneck for Pathway-Centric Gene Expression Analysis D Adametz, M Rey, V Roth German Conference on Pattern Recognition, 81-91, 2014 | 2 | 2014 |
| Uncertainty evaluation of segmentation models for Earth observation M Rey, A Mnih, M Neumann, M Overlan, D Purves arXiv preprint arXiv:2510.19586, 2025 | 1 | 2025 |
| ForestCast: Forecasting Deforestation Risk at Scale with Deep Learning M Overlan, C Stanton, M Neumann, A Manzini, J Haas, M Conserva, ... EarthArXiv, 2025 | | 2025 |
| Natural forests of the world–a 2020 baseline for deforestation and M Neumann, A Raichuk, Y Jiang, M Rey, R Stanimirova, MJ Sims, ... | | 2025 |
| 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 |
| 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 | | 2010 |
Sandhya PrabhakaranApplied Research Scientist, Moffitt Cancer Center, FloridaVerified email at moffitt.org
