Search Results for author: Shayan Kiyani

Found 3 papers, 1 papers with code

Conformal Prediction with Learned Features

no code implementations26 Apr 2024 Shayan Kiyani, George Pappas, Hamed Hassani

In this paper, we focus on the problem of conformal prediction with conditional guarantees.

Conformal Prediction

Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels

1 code implementation3 Feb 2023 Simone Bombari, Shayan Kiyani, Marco Mondelli

However, this "universal" law provides only a necessary condition for robustness, and it is unable to discriminate between models.

Cannot find the paper you are looking for? You can Submit a new open access paper.