Pramod Varshney
3 papers · 2021–2022 · 2 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(2)
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Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
NIPS (2)
ICML (1)
Top co-authors
Keywords
federated learning
(2)
stochastic optimization
(1)
stochastic gradient descent
(1)
nonconvex optimization
(1)
parameter estimation
(1)
robust statistics
(1)
sample complexity
(1)
communication complexity
(1)
minimax optimization
(1)
outlier detection
(1)
gradient descent
(1)
robust estimation
(1)
local updates
(1)
communication efficiency
(1)
client participation
(1)
momentum method
(1)
relu network
(1)
federated minimax optimization
(1)
linear speedup
(1)
nonconvex minimax problem
(1)
Papers
Learning Distributions Generated by Single-Layer ReLU Networks in the Presence of Arbitrary Outliers
NIPS 2022
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms
ICML 2022
STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning
NIPS 2021