no code implementations • 26 Apr 2024 • Shayan Kiyani, George Pappas, Hamed Hassani
In this paper, we focus on the problem of conformal prediction with conditional guarantees.
1 code implementation • 3 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.
no code implementations • 29 Sep 2021 • Alireza Masoumian, Shayan Kiyani, Mohammad Hossein Yassaee
Also, we offer an order-optimal algorithm to achieve this lower bound.