Nadav Hallak
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (5)
π
Cross-Pollinator
(11)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
ICML (3)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
non-convex optimization
(2)
stochastic optimization
(2)
adversarial robustness
(1)
neural network training
(1)
online learning
(1)
convex optimization
(1)
neural network optimization
(1)
regret minimization
(1)
proximal operator
(1)
lipschitz constant
(1)
saddle point
(1)
vanishing gradient
(1)
first-order oracle
(1)
path norm
(1)
step-size schedule
(1)
stochastic gradient descent
(1)
Papers
A Stochastic Approach to the Subset Selection Problem via Mirror Descent
ICLR 2025
A Study of First-Order Methods with a Deterministic Relative-Error Gradient Oracle
ICML 2024
Regret Minimization in Stochastic Non-Convex Learning via a Proximal-Gradient Approach
ICML 2021
On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems
NIPS 2020
Efficient Proximal Mapping of the 1-path-norm of Shallow Networks
ICML 2020