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Boris Muzellec
Boris Muzellec
Owkin
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Title
Cited by
Cited by
Year
Missing data imputation using optimal transport
B Muzellec, J Josse, C Boyer, M Cuturi
International Conference on Machine Learning, 7130-7140, 2020
1142020
Generalizing point embeddings using the wasserstein space of elliptical distributions
B Muzellec, M Cuturi
Advances in Neural Information Processing Systems 31, 2018
942018
Entropic optimal transport between unbalanced gaussian measures has a closed form
H Janati, B Muzellec, G Peyré, M Cuturi
Advances in neural information processing systems 33, 10468-10479, 2020
702020
Flamby: Datasets and benchmarks for cross-silo federated learning in realistic healthcare settings
J Ogier du Terrail, SS Ayed, E Cyffers, F Grimberg, C He, R Loeb, ...
Advances in Neural Information Processing Systems 35, 5315-5334, 2022
662022
Tsallis regularized optimal transport and ecological inference
B Muzellec, R Nock, G Patrini, F Nielsen
Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017
532017
A Dimension-free Computational Upper-bound for Smooth Optimal Transport Estimation
A Vacher, B Muzellec, A Rudi, F Bach, FX Vialard
arXiv preprint arXiv:2101.05380, 2021
412021
Subspace detours: Building transport plans that are optimal on subspace projections
B Muzellec, M Cuturi
Advances in Neural Information Processing Systems 32, 2019
322019
PyDESeq2: a python package for bulk RNA-seq differential expression analysis
B Muzellec, M Teleńczuk, V Cabeli, M Andreux
Bioinformatics 39 (9), btad547, 2023
312023
Near-optimal estimation of smooth transport maps with kernel sums-of-squares
B Muzellec, A Vacher, F Bach, FX Vialard, A Rudi
arXiv preprint arXiv:2112.01907, 2021
172021
Dimension-free convergence rates for gradient Langevin dynamics in RKHS
B Muzellec, K Sato, M Massias, T Suzuki
Conference on Learning Theory, 1356-1420, 2022
92022
SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning
T Marchand, B Muzellec, C Beguier, J Ogier du Terrail, M Andreux
Advances in Neural Information Processing Systems 35, 36585-36598, 2022
52022
Learning PSD-valued functions using kernel sums-of-squares
B Muzellec, F Bach, A Rudi
arXiv preprint arXiv:2111.11306, 2021
52021
A note on optimizing distributions using kernel mean embeddings
B Muzellec, F Bach, A Rudi
arXiv preprint arXiv:2106.09994, 2021
22021
Leveraging regularization, projections and elliptical distributions in optimal transport
B Muzellec
Institut polytechnique de Paris, 2020
2020
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Articles 1–14