Igor Sokolov
5 papers
· 2021–2025
· 3 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π
Conference Polyglot
(3)
π
Interdisciplinary Bridge
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
π₯
Unstoppable
(5)
Conferences
NIPS (3)
ICML (1)
JMLR (1)
Top co-authors
Keywords
error feedback
(3)
distributed training
(3)
stochastic gradient descent
(3)
variance reduction
(2)
nonconvex optimization
(2)
stochastic optimization
(2)
convergence analysis
(2)
gradient compression
(2)
communication compression
(2)
communication efficiency
(1)
convergence guarantee
(1)
convergence rate
(1)
random reshuffling
(1)
without-replacement sampling
(1)
stochastic method
(1)
biased estimator
(1)
federated learning
(1)
lazy aggregation
(1)
stochastic gradient
(1)
non-convex optimization
(1)
Papers
A Guide Through the Zoo of Biased SGD
NIPS 2023