Amit Attia

According to our database, Amit Attia authored at least 6 papers between 2021 and 2024.

Collaborative distances:

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

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

CoRR, 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