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
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