Kumar Kshitij Patel
8 papers
· 2019–2024
· 5 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(25)
π
Cross-Pollinator
(13)
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Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(5)
π
Academic Marathon
(5)
π
Triple Crown
β
The Questioner
Conferences
NIPS (3)
ICML (2)
COLT (1)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
distributed learning
(3)
distributed optimization
(3)
stochastic gradient descent
(3)
federated learning
(3)
communication complexity
(2)
communication efficiency
(2)
local sgd
(2)
stochastic optimization
(2)
convex optimization
(2)
regret bound
(1)
bandit convex optimization
(1)
data heterogeneity
(1)
zeroth-order optimization
(1)
adaptive adversary
(1)
group fairness
(1)
step size
(1)
minibatch learning
(1)
minibatch sgd
(1)
quadratic objective
(1)
pareto fairness
(1)
Papers
Is Local SGD Better than Minibatch SGD?
ICML 2020