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(7 events)   Time zone: Conference local time zone  
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Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #236
A Solvable High-Dimensional Model of GAN
In Theory -- Statistical Physics of Learning
Chuang Wang · Hong Hu · Yue Lu
[ Paper]  [ Slides] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #237
Data-Dependence of Plateau Phenomenon in Learning with Neural Network --- Statistical Mechanical Analysis
In Theory -- Statistical Physics of Learning
Yuki Yoshida · Masato Okada
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #238
Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup
In Theory -- Statistical Physics of Learning
Sebastian Goldt · Madhu Advani · Andrew Saxe · Florent Krzakala · Lenka Zdeborová
[ Paper]  [ Poster]  [ Slides] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #239
First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise
In Theory -- Statistical Physics of Learning
Thanh Huy Nguyen · Umut Simsekli · Mert Gurbuzbalaban · Gaël RICHARD
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #240
The Normalization Method for Alleviating Pathological Sharpness in Wide Neural Networks
In Theory -- Statistical Physics of Learning
Ryo Karakida · Shotaro Akaho · Shun-ichi Amari
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #241
Untangling in Invariant Speech Recognition
In Theory -- Statistical Physics of Learning
Cory Stephenson · Jenelle Feather · Suchismita Padhy · Oguz Elibol · Hanlin Tang · Josh McDermott · SueYeon Chung
[ Paper]  [ Poster] 
Poster
Wed Dec 11 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #242
Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes
In Theory -- Statistical Physics of Learning
Greg Yang
[ Paper]  [ Slides]