Amit Attia

15 papers A* 5Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Ternary Momentum For Quantized Training.
Trans. Mach. Learn. Res.
Noga Bar, Amit Attia, Michal Moshkovitz, Dotan Di Castro
2025 J jnl
Benefits of Learning Rate Annealing for Tuning-Robustness in Stochastic Optimization.
CoRR
Amit Attia, Tomer Koren
2025 J jnl
Fast Last-Iterate Convergence of SGD in the Smooth Interpolation Regime.
CoRR
Amit Attia, Matan Schliserman, Uri Sherman, Tomer Koren
2025 A* conf
Faster Stochastic Optimization with Arbitrary Delays via Adaptive Asynchronous Mini-Batching.
ICML
Amit Attia, Ofir Gaash, Tomer Koren
2025 J jnl
Optimal Rates in Continual Linear Regression via Increasing Regularization.
CoRR
Ran Levinstein, Amit Attia, Matan Schliserman, Uri Sherman, Tomer Koren, Daniel Soudry, Itay Evron
2024 J jnl
A Note on High-Probability Analysis of Algorithms with Exponential, Sub-Gaussian, and General Light Tails.
CoRR
Amit Attia, Tomer Koren
2024 J jnl
Faster Stochastic Optimization with Arbitrary Delays via Asynchronous Mini-Batching.
CoRR
Amit Attia, Ofir Gaash, Tomer Koren
2024 A* conf
How Free is Parameter-Free Stochastic Optimization?
ICML
Amit Attia, Tomer Koren
2024 J jnl
How Free is Parameter-Free Stochastic Optimization?
CoRR
Amit Attia, Tomer Koren
2023 A* conf
SGD with AdaGrad Stepsizes: Full Adaptivity with High Probability to Unknown Parameters, Unbounded Gradients and Affine Variance.
ICML
Amit Attia, Tomer Koren
2023 J jnl
SGD with AdaGrad Stepsizes: Full Adaptivity with High Probability to Unknown Parameters, Unbounded Gradients and Affine Variance.
CoRR
Amit Attia, Tomer Koren
2022 A* conf
Uniform Stability for First-Order Empirical Risk Minimization.
COLT
Amit Attia, Tomer Koren
2022 J jnl
Uniform Stability for First-Order Empirical Risk Minimization.
CoRR
Amit Attia, Tomer Koren
2021 A* conf
Algorithmic Instabilities of Accelerated Gradient Descent.
NeurIPS
Amit Attia, Tomer Koren
2021 J jnl
The Instability of Accelerated Gradient Descent.
CoRR
Amit Attia, Tomer Koren