Katya Scheinberg
8 papers
· 2001–2022
· 3 conferences
· across top CS/AI conferences
Achievements
π
Cross-Pollinator
(14)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(3)
π
Academic Marathon
(21)
π
Keyword Trendsetter Combo
(3)
π±
Topic Pioneer
π
Trend Setter
Conferences
ICML (3)
JMLR (3)
NIPS (2)
Top co-authors
Keywords
convex optimization
(4)
support vector machine
(2)
finite-sum minimization
(2)
stochastic gradient descent
(2)
convergence analysis
(2)
quadratic programming
(2)
variance reduction
(1)
low-rank approximation
(1)
structure learning
(1)
empirical risk minimization
(1)
inverse covariance
(1)
gradient descent
(1)
distributed optimization
(1)
kernel matrix
(1)
sparse optimization
(1)
incremental learning
(1)
sparse inverse covariance
(1)
strongly convex
(1)
sparse estimation
(1)
nonconvex optimization
(1)