Attia, Amit

7 publications

NeurIPS 2025 Fast Last-Iterate Convergence of SGD in the Smooth Interpolation Regime Amit Attia, Matan Schliserman, Uri Sherman, Tomer Koren

ICML 2025 Faster Stochastic Optimization with Arbitrary Delays via Adaptive Asynchronous Mini-Batching Amit Attia, Ofir Gaash, Tomer Koren

NeurIPS 2025 Optimal Rates in Continual Linear Regression via Increasing Regularization Ran Levinstein, Amit Attia, Matan Schliserman, Uri Sherman, Daniel Soudry, Tomer Koren, Itay Evron

ICML 2024 How Free Is Parameter-Free Stochastic Optimization? Amit Attia, Tomer Koren

ICML 2023 SGD with AdaGrad Stepsizes: Full Adaptivity with High Probability to Unknown Parameters, Unbounded Gradients and Affine Variance Amit Attia, Tomer Koren

COLT 2022 Uniform Stability for First-Order Empirical Risk Minimization Amit Attia, Tomer Koren

NeurIPS 2021 Algorithmic Instabilities of Accelerated Gradient Descent Amit Attia, Tomer Koren