Amit Attia
5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (10) ❓ The Questioner
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Unstoppable
(5)
Conferences
ICML (3)
COLT (1)
NIPS (1)
Top co-authors
Keywords
uniform stability
(2)
non-convex optimization
(1)
convex optimization
(1)
empirical risk minimization
(1)
algorithmic stability
(1)
generalization error
(1)
mirror descent
(1)
stochastic gradient descent
(1)
adaptive optimization
(1)
adaptive stepsize
(1)
first-order optimization
(1)
nesterov momentum
(1)
accelerated gradient descent
(1)
exponential stability
(1)
convergence rate
(1)
Papers
Faster Stochastic Optimization with Arbitrary Delays via Adaptive Asynchronous Mini-Batching
ICML 2025
How Free is Parameter-Free Stochastic Optimization?
ICML 2024
SGD with AdaGrad Stepsizes: Full Adaptivity with High Probability to Unknown Parameters, Unbounded Gradients and Affine Variance
ICML 2023
Uniform Stability for First-Order Empirical Risk Minimization
COLT 2022
Algorithmic Instabilities of Accelerated Gradient Descent
NIPS 2021