Abdurakhmon Sadiev
5 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot (2) ๐ Cross-Pollinator (12)
๐บ๏ธ
Taxonomy Completionist
(12)
Conferences
NIPS (3)
ICML (2)
Top co-authors
Keywords
stochastic optimization
(3)
communication complexity
(2)
variational inequality
(2)
federated learning
(2)
convex optimization
(1)
distributed learning
(1)
decentralized optimization
(1)
distributed optimization
(1)
variance reduction
(1)
primal-dual algorithm
(1)
distributed training
(1)
saddle-point problems
(1)
convergence guarantee
(1)
distributed algorithm
(1)
gradient compression
(1)
communication compression
(1)
communication efficient
(1)
random reshuffling
(1)
without-replacement sampling
(1)
optimal algorithm
(1)
Papers
Don't Compress Gradients in Random Reshuffling: Compress Gradient Differences
NIPS 2024
High-Probability Convergence for Composite and Distributed Stochastic Minimization and Variational Inequalities with Heavy-Tailed Noise
ICML 2024
High-Probability Bounds for Stochastic Optimization and Variational Inequalities: the Case of Unbounded Variance
ICML 2023
Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with an Inexact Prox
NIPS 2022
Optimal Algorithms for Decentralized Stochastic Variational Inequalities
NIPS 2022