Boris Muzellec
8 papers · 2018–2022 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (15) ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot (3) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (15)
๐งญ
Keyword Pioneer
๐ฅ
Mega-Team
(24)
๐ฅ
Unstoppable
(5)
Conferences
NIPS (5)
COLT (2)
ICML (1)
Top co-authors
Keywords
optimal transport
(3)
wasserstein distance
(3)
gaussian measure
(2)
non-convex optimization
(1)
domain adaptation
(1)
embedding learning
(1)
computational complexity
(1)
reproducing kernel hilbert space
(1)
curse of dimensionality
(1)
probability embeddings
(1)
entropic regularization
(1)
sinkhorn algorithm
(1)
missing data imputation
(1)
benchmark dataset
(1)
wasserstein metric
(1)
stochastic differential equation
(1)
end-to-end learning
(1)
unbalanced optimal transport
(1)
cross-silo federated learning
(1)
word embedding
(1)
Papers
SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning
NIPS 2022
Dimension-free convergence rates for gradient Langevin dynamics in RKHS
COLT 2022
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
NIPS 2022
A Dimension-free Computational Upper-bound for Smooth Optimal Transport Estimation
COLT 2021
Missing Data Imputation using Optimal Transport
ICML 2020
Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form
NIPS 2020
Subspace Detours: Building Transport Plans that are Optimal on Subspace Projections
NIPS 2019
Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions
NIPS 2018