Amit Attia

According to our database, Amit Attia authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Fast Last-Iterate Convergence of SGD in the Smooth Interpolation Regime.

Amit Attia, Matan Schliserman, Uri Sherman, Tomer Koren

CoRR, July, 2025

Optimal Rates in Continual Linear Regression via Increasing Regularization.

Ran Levinstein, Amit Attia, Matan Schliserman, Uri Sherman, Tomer Koren, Daniel Soudry, Itay Evron

CoRR, June, 2025

Benefits of Learning Rate Annealing for Tuning-Robustness in Stochastic Optimization.

Amit Attia, Tomer Koren

CoRR, March, 2025

2024

Faster Stochastic Optimization with Arbitrary Delays via Asynchronous Mini-Batching.

Amit Attia, Ofir Gaash, Tomer Koren

CoRR, 2024

A Note on High-Probability Analysis of Algorithms with Exponential, Sub-Gaussian, and General Light Tails.

Amit Attia, Tomer Koren

CoRR, 2024

How Free is Parameter-Free Stochastic Optimization?

Amit Attia, Tomer Koren

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

SGD with AdaGrad Stepsizes: Full Adaptivity with High Probability to Unknown Parameters, Unbounded Gradients and Affine Variance.

Amit Attia, Tomer Koren

Proceedings of the International Conference on Machine Learning, 2023

2022

Uniform Stability for First-Order Empirical Risk Minimization.

Amit Attia, Tomer Koren

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021

The Instability of Accelerated Gradient Descent.

Amit Attia, Tomer Koren

CoRR, 2021

Algorithmic Instabilities of Accelerated Gradient Descent.

Amit Attia, Tomer Koren

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021