The Entropy Enigma: Success and Failure of Entropy Minimization

In this video I review the entropy enigma paper that proposes a new method to estimate the accuracy of a model without having any labels. Paper link: https://arxiv.org/abs/2405.05012 Table of Content: 00:00 Intro 00:27 Tent 01:15 Excluding samples 03:31 The two-phase clustering 06:00 Label flips 07:06 Weighted Flips 08:24 Results Icon made by Freepik from flaticon.com