Sayantan Choudhury
4 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
variational inequality
(2)
minimax optimization
(2)
convergence analysis
(1)
distributed learning
(1)
neural network optimization
(1)
gradient descent
(1)
communication efficiency
(1)
convergence guarantee
(1)
extragradient method
(1)
gradient clipping
(1)
accelerated method
(1)
adaptive gradient method
(1)
adaptive gradient descent
(1)
polyak stepsize
(1)
scale-invariant optimization
(1)
convex
(1)
federated learning
(1)
l0-l1 smoothness
(1)
stochastic optimization
(1)
Papers
Methods for Convex $(L_0,L_1)$-Smooth Optimization: Clipping, Acceleration, and Adaptivity
ICLR 2025
Communication-Efficient Gradient Descent-Accent Methods for Distributed Variational Inequalities: Unified Analysis and Local Updates
ICLR 2024
Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad
NeurIPS 2024
Single-Call Stochastic Extragradient Methods for Structured Non-monotone Variational Inequalities: Improved Analysis under Weaker Conditions
NeurIPS 2023