Amit Attia

5 papers · 2021–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🔥 Unstoppable · Bronze ❓ The Questioner

Venues

ICML (3) COLT (1) NeurIPS (1)

Top co-authors

Tomer Koren (5) Ofir Gaash (1)

Research topics

Machine Learning (5) Optimization & Theory · Machine Learning (5) Mathematics & Optimization (4) Optimization (4) Deep Learning (1) Application Areas (1) Optimization & Theory · Deep Learning (1)

Keywords

convergence rate (3) uniform stability (2) non-convex optimization (1) convex optimization (1) empirical risk minimization (1) algorithmic stability (1) generalization error (1) mirror descent (1) generalization bound (1) adaptive optimization (1) lower bound (1) adaptive step size (1) first-order optimization (1) hyperparameter search (1) nesterov momentum (1) accelerated gradient descent (1) exponential stability (1) stale gradient (1) non-convex (1) parameter-free (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 NeurIPS 2021