Bulletin of the American Physical Society
2023 APS March Meeting
Volume 68, Number 3
Las Vegas, Nevada (March 5-10)
Virtual (March 20-22); Time Zone: Pacific Time
Session D02: Statistical Physics Meets Machine Learning I
3:00 PM–6:00 PM,
Monday, March 6, 2023
Room: Room 125
Sponsoring
Units:
GSNP DSOFT DBIO GDS
Chair: Yuhai Tu, IBM T. J. Watson Research Center
Abstract: D02.00007 : Phase diagram of training dynamics in deep neural networks: effect of learning rate, depth, and width
4:36 PM–4:48 PM
Presenter:
Dayal Singh Kalra
(University of Maryland, College Park)
Authors:
Dayal Singh Kalra
(University of Maryland, College Park)
Maissam Barkeshli
(University of Maryland, College Park)
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