Necdet Serhat Aybat
7 papers · 2016–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (8) π Cross-Pollinator (12) π Interdisciplinary Bridge
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Conferences
NIPS (4)
JMLR (2)
AAAI (1)
Top co-authors
Keywords
stochastic optimization
(5)
minimax optimization
(3)
variance reduction
(3)
nonconvex optimization
(2)
accelerated gradient
(2)
primal-dual method
(2)
parameter estimation
(1)
convex optimization
(1)
stochastic gradient descent
(1)
decentralized optimization
(1)
distributed optimization
(1)
maximum likelihood estimation
(1)
maximum likelihood
(1)
precision matrix
(1)
sparse estimation
(1)
sparse optimization
(1)
oracle complexity
(1)
distributed learning
(1)
strongly convex
(1)
communication complexity
(1)
Papers
High-probability complexity bounds for stochastic non-convex minimax optimization
NIPS 2024
Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization
AAAI 2024
High Probability and Risk-Averse Guarantees for a Stochastic Accelerated Primal-Dual Method
JMLR 2024
SAPD+: An Accelerated Stochastic Method for Nonconvex-Concave Minimax Problems
NIPS 2022
On the Theoretical Guarantees for Parameter Estimation of Gaussian Random Field Models: A Sparse Precision Matrix Approach
JMLR 2020
A Universally Optimal Multistage Accelerated Stochastic Gradient Method
NIPS 2019
A primal-dual method for conic constrained distributed optimization problems
NIPS 2016