Othmane Sebbouh
5 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (11)
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Hot Topic Early Bird
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Trend Setter
Conferences
AISTATS (3)
COLT (1)
NIPS (1)
Top co-authors
Research topics
Keywords
stochastic gradient descent
(3)
optimal transport
(2)
convergence rate
(2)
nonconvex optimization
(2)
convex optimization
(1)
minimax optimization
(1)
gradient estimation
(1)
empirical risk minimization
(1)
variance reduction
(1)
condition number
(1)
distributionally robust optimization
(1)
learning rate
(1)
proximal algorithm
(1)
wasserstein metric
(1)
stochastic gradient ascent
(1)
momentum method
(1)
spatial transcriptomics
(1)
polyak-lojasiewicz condition
(1)
stochastic variance reduced gradient
(1)
mini-batch size
(1)
Papers
Structured Transforms Across Spaces with Cost-Regularized Optimal Transport
AISTATS 2024
Randomized Stochastic Gradient Descent Ascent
AISTATS 2022
SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and Interpolation
AISTATS 2021
Almost sure convergence rates for Stochastic Gradient Descent and Stochastic Heavy Ball
COLT 2021
Towards closing the gap between the theory and practice of SVRG
NIPS 2019