Krishnakumar Balasubramanian
27 papers
· 2010–2025
· 7 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(13)
π
Renaissance Researcher
(5)
π§
Keyword Pioneer
π
Cross-Pollinator
(9)
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π
Conference Polyglot
(7)
π
Academic Marathon
(15)
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(133)
π
Century Club
(27)
π₯
Unstoppable
(9)
π
Trend Setter
π
Conference Pioneer
Conferences
NIPS (11)
JMLR (8)
AISTATS (2)
COLT (2)
ICML (2)
COLING (1)
UAI (1)
Top co-authors
Research topics
Keywords
stochastic optimization
(7)
stochastic gradient descent
(3)
non-convex optimization
(3)
convergence rate
(3)
unlabeled datum
(3)
heavy-tailed sampling
(2)
transfer learning
(2)
semi-supervised learning
(2)
unsupervised learning
(2)
asymptotic normality
(2)
oracle complexity
(2)
nonconvex optimization
(2)
margin-based classification
(2)
confidence interval
(2)
conditional gradient
(2)
high-dimensional statistics
(2)
stochastic gradient
(2)
high-dimensional regression
(2)
zeroth-order optimization
(2)
logistic regression
(1)