Mert Gurbuzbalaban
23 papers
· 2017–2024
· 5 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(31)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
π
Conference Polyglot
(5)
π
Academic Marathon
(7)
π€
Dynamic Duo
(13)
π¬
Deep Specialist
(13)
π
Century Club
(23)
ποΈ
Keyword Collector
(102)
β‘
Prolific Year
(6)
π₯
Unstoppable
(6)
Conferences
NIPS (10)
ICML (6)
JMLR (4)
AISTATS (2)
ALT (1)
Top co-authors
Keywords
stochastic gradient descent
(14)
heavy-tailed distribution
(5)
stochastic optimization
(4)
langevin dynamics
(4)
stochastic gradient
(4)
generalization bound
(3)
accelerated gradient
(3)
convergence rate
(3)
convex optimization
(3)
algorithmic stability
(3)
non-convex optimization
(3)
markov chain monte carlo
(3)
wasserstein distance
(3)
stochastic differential equation
(3)
neural network optimization
(2)
decentralized optimization
(2)
generalization error
(2)
bayesian inference
(2)
minimax optimization
(2)
variance reduction
(2)