Zheng Qu
6 papers · 2015–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (6)
π
Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
ICML (4)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
stochastic gradient descent
(3)
empirical risk minimization
(3)
stochastic optimization
(3)
importance sampling
(3)
dual coordinate ascent
(2)
convex optimization
(2)
coordinate descent
(2)
dual ascent
(2)
variance reduction
(1)
accelerated coordinate descent
(1)
non-uniform sampling
(1)
stochastic dual coordinate ascent
(1)
linear convergence
(1)
nonconvex optimization
(1)
iteration complexity
(1)
finite sum optimization
(1)
accelerated gradient descent
(1)
newton method
(1)
loopless svrg
(1)
strongly convex regularizer
(1)
Papers
L-SVRG and L-Katyusha with Arbitrary Sampling
JMLR 2021
SAGA with Arbitrary Sampling
ICML 2019
Even Faster Accelerated Coordinate Descent Using Non-Uniform Sampling
ICML 2016
SDNA: Stochastic Dual Newton Ascent for Empirical Risk Minimization
ICML 2016
Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling
NIPS 2015
Stochastic Dual Coordinate Ascent with Adaptive Probabilities
ICML 2015