Jérôme Malick
11 papers · 2012–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (13)
🏃
Academic Marathon
(13)
🐝
Cross-Pollinator
(15)
🏆
Keyword Champion
(2)
📈
Trend Setter
🔥
Unstoppable
(8)
💎
Century Club
(11)
❓
The Questioner
Conferences
ICML (3)
NIPS (3)
AISTATS (2)
COLT (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
convergence rate
(3)
stochastic optimization
(3)
asynchronous optimization
(2)
stochastic gradient
(1)
online learning
(1)
convex optimization
(1)
multi-task learning
(1)
matrix factorization
(1)
distributed learning
(1)
bregman divergence
(1)
coordinate descent
(1)
sparse optimization
(1)
optimization theory
(1)
proximal gradient method
(1)
nonsmooth optimization
(1)
variational inequality
(1)
linear convergence
(1)
proximal gradient
(1)
distributionally robust optimization
(1)
stochastic gradient descent
(1)
Papers
Universal generalization guarantees for Wasserstein distributionally robust models
ICLR 2025
The Global Convergence Time of Stochastic Gradient Descent in Non-Convex Landscapes: Sharp Estimates via Large Deviations
ICML 2025
What is the Long-Run Distribution of Stochastic Gradient Descent? A Large Deviations Analysis
ICML 2024
Exact Generalization Guarantees for (Regularized) Wasserstein Distributionally Robust Models
NIPS 2023
Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity, and Optimism
JMLR 2022
The Last-Iterate Convergence Rate of Optimistic Mirror Descent in Stochastic Variational Inequalities
COLT 2021
Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize Scaling
NIPS 2020
On the convergence of single-call stochastic extra-gradient methods
NIPS 2019
Model Consistency for Learning with Mirror-Stratifiable Regularizers
AISTATS 2019
A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning
ICML 2018
Lifted coordinate descent for learning with trace-norm regularization
AISTATS 2012