Boris Muzellec

23 papers A* 9B 1Journal 13

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Optimal Estimation of Smooth Transport Maps with Kernel SoS. SIAM J. Math. Data Sci. Adrien Vacher, Boris Muzellec, Francis R. Bach, François-Xavier Vialard, Alessandro Rudi
2023	J	`jnl`	PyDESeq2: a python package for bulk RNA-seq differential expression analysis. Bioinform. Boris Muzellec, Maria Telenczuk, Vincent Cabeli, Mathieu Andreux
2022	A*	`conf`	Dimension-free convergence rates for gradient Langevin dynamics in RKHS. COLT Boris Muzellec, Kanji Sato, Mathurin Massias, Taiji Suzuki
2022	A*	`conf`	FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings. NeurIPS Jean Ogier du Terrail, Samy-Safwan Ayed, Edwige Cyffers, Felix Grimberg, Chaoyang He, Regis Loeb, Paul Mangold, Tanguy Marchand, Othmane Marfoq, Erum Mushtaq, Boris Muzellec, Constantin Philippenko, Santiago Silva, Maria Telenczuk, Shadi Albarqouni, Salman Avestimehr, Aurélien Bellet, Aymeric Dieuleveut, Martin Jaggi, Sai Praneeth Karimireddy, Marco Lorenzi, Giovanni Neglia, Marc Tommasi, Mathieu Andreux
2022	J	`jnl`	FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings. CoRR Jean Ogier du Terrail, Samy-Safwan Ayed, Edwige Cyffers, Felix Grimberg, Chaoyang He, Regis Loeb, Paul Mangold, Tanguy Marchand, Othmane Marfoq, Erum Mushtaq, Boris Muzellec, Constantin Philippenko, Santiago Silva, Maria Telenczuk, Shadi Albarqouni, Salman Avestimehr, Aurélien Bellet, Aymeric Dieuleveut, Martin Jaggi, Sai Praneeth Karimireddy, Marco Lorenzi, Giovanni Neglia, Marc Tommasi, Mathieu Andreux
2022	A*	`conf`	SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning. NeurIPS Tanguy Marchand, Boris Muzellec, Constance Beguier, Jean Ogier du Terrail, Mathieu Andreux
2022	J	`jnl`	SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning. CoRR Tanguy Marchand, Boris Muzellec, Constance Beguier, Jean Ogier du Terrail, Mathieu Andreux
2021	A*	`conf`	A Dimension-free Computational Upper-bound for Smooth Optimal Transport Estimation. COLT Adrien Vacher, Boris Muzellec, Alessandro Rudi, Francis R. Bach, François-Xavier Vialard
2021	J	`jnl`	A Note on Optimizing Distributions using Kernel Mean Embeddings. CoRR Boris Muzellec, Francis R. Bach, Alessandro Rudi
2021	J	`jnl`	Learning PSD-valued functions using kernel sums-of-squares. CoRR Boris Muzellec, Francis R. Bach, Alessandro Rudi
2021	J	`jnl`	Near-optimal estimation of smooth transport maps with kernel sums-of-squares. CoRR Boris Muzellec, Adrien Vacher, Francis R. Bach, François-Xavier Vialard, Alessandro Rudi
2020	J	`jnl`	Dimension-free convergence rates for gradient Langevin dynamics in RKHS. CoRR Boris Muzellec, Kanji Sato, Mathurin Massias, Taiji Suzuki
2020	A*	`conf`	Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form. NeurIPS Hicham Janati, Boris Muzellec, Gabriel Peyré, Marco Cuturi
2020	A*	`conf`	Missing Data Imputation using Optimal Transport. ICML Boris Muzellec, Julie Josse, Claire Boyer, Marco Cuturi
2020	J	`jnl`	Missing Data Imputation using Optimal Transport. CoRR Boris Muzellec, Julie Josse, Claire Boyer, Marco Cuturi
2019	A*	`conf`	Subspace Detours: Building Transport Plans that are Optimal on Subspace Projections. NeurIPS Boris Muzellec, Marco Cuturi
2019	J	`jnl`	Subspace Detours: Building Transport Plans that are Optimal on Subspace Projections. CoRR Boris Muzellec, Marco Cuturi
2018	A*	`conf`	Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions. NeurIPS Boris Muzellec, Marco Cuturi
2018	J	`jnl`	Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions. CoRR Boris Muzellec, Marco Cuturi
2017	A*	`conf`	Tsallis Regularized Optimal Transport and Ecological Inference. AAAI Boris Muzellec, Richard Nock, Giorgio Patrini, Frank Nielsen
2016	B	`conf`	Classification with mixtures of curved mahalanobis metrics. ICIP Frank Nielsen, Boris Muzellec, Richard Nock
2016	J	`jnl`	Large Margin Nearest Neighbor Classification using Curved Mahalanobis Distances. CoRR Frank Nielsen, Boris Muzellec, Richard Nock
2016	J	`jnl`	Tsallis Regularized Optimal Transport and Ecological Inference. CoRR Boris Muzellec, Richard Nock, Giorgio Patrini, Frank Nielsen