Saeed Ghadimi
6 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π
Cross-Pollinator
(13)
Conferences
NIPS (4)
JMLR (1)
UAI (1)
Top co-authors
Keywords
stochastic optimization
(5)
non-convex optimization
(2)
nonconvex optimization
(2)
conditional gradient
(2)
zeroth-order optimization
(2)
markov decision process
(1)
complexity bound
(1)
proximal algorithm
(1)
implicit regularization
(1)
strategic classification
(1)
stochastic composite optimization
(1)
projection-free algorithm
(1)
first-order oracle
(1)
composition optimization
(1)
single-time scale algorithm
(1)
nonstationary regret
(1)
second-order optimal solution
(1)
dynamic matrix sensing
(1)
stochastic cubic-regularized newton
(1)
local minimizer
(1)
Papers
A one-sample decentralized proximal algorithm for non-convex stochastic composite optimization
UAI 2023
A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization
NIPS 2022
Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data
NIPS 2022
Stochastic Zeroth-Order Optimization under Nonstationarity and Nonconvexity
JMLR 2022
Escaping Saddle-Point Faster under Interpolation-like Conditions
NIPS 2020
Zeroth-order (Non)-Convex Stochastic Optimization via Conditional Gradient and Gradient Updates
NIPS 2018