no code implementations • 11 Jun 2023 • Iden Kalemaj, Shiva Prasad Kasiviswanathan, Aaditya Ramdas
We provide theoretical guarantees on the performance of our tests and validate them empirically.
2 code implementations • 8 Nov 2020 • Gavin Brown, Shlomi Hod, Iden Kalemaj
We propose a theoretical framework where the response of a target population to the deployed classifier is modeled as a function of the classifier and the current state (distribution) of the population.