Sayantan Choudhury

4 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) NIPS (2)

Top co-authors

Eduard Gorbunov (3) Nicolas Loizou (3) Martin Takac (2) Nazarii Tupitsa (2) Samuel Horváth (2) Siqi Zhang (1) Sebastian U Stich (1) Alen Aliev (1) Peter Richtarik (1)

Keywords

stochastic optimization (1) variational inequality (1) convergence analysis (1) neural network optimization (1) minimax optimization (1) convergence guarantee (1) extragradient method (1) adaptive gradient method (1) scale-invariant optimization (1)

Papers

Methods for Convex $(L_0,L_1)$-Smooth Optimization: Clipping, Acceleration, and Adaptivity ICLR 2025

Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad NIPS 2024

Communication-Efficient Gradient Descent-Accent Methods for Distributed Variational Inequalities: Unified Analysis and Local Updates ICLR 2024

Single-Call Stochastic Extragradient Methods for Structured Non-monotone Variational Inequalities: Improved Analysis under Weaker Conditions NIPS 2023