Suvrit Sra
80 papers
· 2005–2025
· 10 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(19)
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Renaissance Researcher
(7)
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Cross-Pollinator
(12)
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Academic Marathon
(20)
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Conference Polyglot
(10)
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Interdisciplinary Bridge
π£
Hot Topic Early Bird
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(4)
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Conference Loyalist
(28)
π§¬
Topic Evolution
π€
Dynamic Duo
(14)
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Grand Slam
π
Triple Crown
π±
Topic Pioneer
π¬
Deep Specialist
(30)
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Keyword Champion
(2)
β‘
Prolific Year
(6)
ποΈ
Keyword Collector
(89)
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Trend Setter
π
Century Club
(80)
π₯
Unstoppable
(14)
β
The Questioner
(5)
π
Conference Pioneer
Conferences
NIPS (28)
ICML (24)
ICLR (10)
AISTATS (6)
COLT (5)
JMLR (2)
L4DC (2)
AAAI (1)
ACML (1)
CVPR (1)
Top co-authors
Keywords
determinantal point process
(9)
convex optimization
(8)
stochastic gradient descent
(8)
nonconvex optimization
(8)
stochastic optimization
(7)
manifold optimization
(6)
riemannian optimization
(6)
convergence rate
(5)
variance reduction
(5)
gradient descent
(5)
positive definite matrix
(4)
riemannian manifold
(4)
markov chain monte carlo
(4)
stochastic gradient
(4)
non-convex optimization
(4)
nonsmooth optimization
(4)
first-order method
(4)
neural network optimization
(3)
riemannian geometry
(3)
representation learning
(3)
Papers
CCCP is Frank-Wolfe in disguise
NIPS 2022
Max-Margin Contrastive Learning
AAAI 2022
Online Learning in Unknown Markov Games
ICML 2021
A Generic Approach for Escaping Saddle points
AISTATS 2018
Geometric Mean Metric Learning
ICML 2016
Kronecker Determinantal Point Processes
NIPS 2016
Data modeling with the elliptical gamma distribution
AISTATS 2015
Randomized Nonlinear Component Analysis
ICML 2014