notesum.ai

Published at December 10

The Pitfalls of Memorization: When Memorization Hurts Generalization

cs.LG

cs.AI

stat.ML

Released Date: December 10, 2024

Authors: Reza Bayat¹, Mohammad Pezeshki², Elvis Dohmatob², David Lopez-Paz², Pascal Vincent¹

Aff.: ¹Mila, Université de Montréal; ²FAIR at Meta

Arxiv: http://arxiv.org/pdf/2412.07684v1

Refer to caption

Dataset	Data type	Num. of classes	Num. of groups	Train size
Waterbirds	Image	2	2	4795
CelebA	Image	2	2	162770
MultiNLI	Text	3	6	206175
CivilComments	Text	2	8	269038