Waı̈ss Azizian

3 papers · 2020–2025 · 1 conference · across top CS/AI conferences

Achievements

🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) ❓ The Questioner

Conferences

ICML (3)

Top co-authors

Jérôme Malick (2) Panayotis Mertikopoulos (2) Franck Iutzeler (2) Ioannis Mitliagkas (1) Gauthier Gidel (1) Adam Ibrahim (1)

Keywords

condition number (1) saddle-point problems (1) differentiable game (1) min-max optimization (1) convergence lower bound (1)

Papers

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

Linear Lower Bounds and Conditioning of Differentiable Games ICML 2020