Boris Muzellec
Boris Muzellec
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Generalizing point embeddings using the wasserstein space of elliptical distributions
B Muzellec, M Cuturi
Advances in Neural Information Processing Systems 31, 2018
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
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
Missing data imputation using optimal transport
B Muzellec, J Josse, C Boyer, M Cuturi
International Conference on Machine Learning, 7130-7140, 2020
Subspace detours: Building transport plans that are optimal on subspace projections
B Muzellec, M Cuturi
Advances in Neural Information Processing Systems 32, 2019
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
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
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
A note on optimizing distributions using kernel mean embeddings
B Muzellec, F Bach, A Rudi
arXiv preprint arXiv:2106.09994, 2021
Learning PSD-valued functions using kernel sums-of-squares
B Muzellec, F Bach, A Rudi
arXiv preprint arXiv:2111.11306, 2021
Leveraging regularization, projections and elliptical distributions in optimal transport
B Muzellec
Institut polytechnique de Paris, 2020
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Settings
JO du Terrail, SS Ayed, E Cyffers, F Grimberg, C He, R Loeb, P Mangold, ...
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