Jerome Malick

Researcher, CNRS

Joined

May 2023

Names

Jerome Malick (Preferred)

Emails

****@univ-grenoble-alpes.fr (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Researcher

CNRS (cnrs.fr)

2007 – Present

Postdoc

Cornell University (cornell.edu)

2006 – 2007

PhD student

INRIA Rhone-Alpes (inrialpes.fr)

2002 – 2005

Advisors, Relations & Conflicts

No relations added

Expertise

optimization

Present

Publications

The Global Convergence Time of Stochastic Gradient Descent in Non-Convex Landscapes: Sharp Estimates via Large Deviations
Waïss Azizian, Franck Iutzeler, Jerome Malick, Panayotis Mertikopoulos
- ICML 2025 poster
- Readers: Everyone
Universal generalization guarantees for Wasserstein distributionally robust models
Tam Le, Jerome Malick
- ICLR 2025 Spotlight
- Readers: Everyone
What is the Long-Run Distribution of Stochastic Gradient Descent? A Large Deviations Analysis
Waïss Azizian, Franck Iutzeler, Jerome Malick, Panayotis Mertikopoulos
- ICML 2024 Poster
- Readers: Everyone
Superquantile-Based Learning: A Direct Approach Using Gradient-Based Optimization
Yassine Laguel, Jérôme Malick, Zaïd Harchaoui
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- J. Signal Process. Syst. 2022
- Readers: Everyone
On the rate of convergence of Bregman proximal methods in constrained variational inequalities
Waïss Azizian, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- CoRR 2022
- Readers: Everyone
Push-Pull with Device Sampling
Yu-Guan Hsieh, Yassine Laguel, Franck Iutzeler, Jérôme Malick
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- CoRR 2022
- Readers: Everyone
Optimization in Open Networks via Dual Averaging
Yu-Guan Hsieh, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos
- Published: 01 Jan 2021, Last Modified: 17 May 2023
- CDC 2021
- Readers: Everyone
Optimization in Open Networks via Dual Averaging
Yu-Guan Hsieh, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos
- Published: 01 Jan 2021, Last Modified: 17 May 2023
- CoRR 2021
- Readers: Everyone
The Last-Iterate Convergence Rate of Optimistic Mirror Descent in Stochastic Variational Inequalities
Waïss Azizian, Franck Iutzeler, Jérôme Malick, Panayotis Mertikopoulos
- Published: 01 Jan 2021, Last Modified: 17 May 2023
- CoRR 2021
- Readers: Everyone
Proximal Gradient Methods with Adaptive Subspace Sampling
Dmitry Grishchenko, Franck Iutzeler, Jérôme Malick
- Published: 01 Jan 2021, Last Modified: 17 May 2023
- Math. Oper. Res. 2021
- Readers: Everyone

View all 61 publications

Co-Authors

View all 40 co-authors