Bulletin of the American Physical Society

APS March Meeting 2022

Volume 67, Number 3

Monday–Friday, March 14–18, 2022; Chicago

Session Index

Session B42: Statistical Physics Meets Machine Learning

Invited Session Live Streamed

Show Abstracts

Sponsoring Units: GSNP
Chair: Herbie Levine
Room: McCormick Place W-375A

Monday, March 14, 2022 11:30AM - 12:06PM		B42.00001: Statistical physics insights on learning in high dimensions Invited Speaker: Francesca Mignacco
Monday, March 14, 2022 12:06PM - 12:42PM		B42.00002: Effective Theory of Deep Neural Networks Invited Speaker: Sho Yaida
Monday, March 14, 2022 12:42PM - 1:18PM		B42.00003: Information bottleneck approaches to representation learning Invited Speaker: David J Schwab
Monday, March 14, 2022 1:18PM - 1:54PM		B42.00004: Towards General and Robust Deep Learning at Scale Invited Speaker: Irina Rish
Monday, March 14, 2022 1:54PM - 2:30PM		B42.00005: Dynamics of Deep Learning: Landscape-dependent Noise, Inverse Einstein Relation, and Flat Minima Invited Speaker: Yuhai Tu

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Bulletin of the American Physical Society

APS March Meeting 2022

Volume 67, Number 3

Monday–Friday, March 14–18, 2022; Chicago

Session Index

Session B42: Statistical Physics Meets Machine Learning

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