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Talk
Sun Aug 06 08:30 PM -- 08:48 PM (PDT) @ C4.8
Recovery Guarantees for One-hidden-layer Neural Networks
In Deep learning theory 2
Kai Zhong · Zhao Song · Prateek Jain · Peter Bartlett · Inderjit Dhillon
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Sun Aug 06 08:48 PM -- 09:06 PM (PDT) @ C4.8
Failures of Gradient-Based Deep Learning
In Deep learning theory 2
Shaked Shammah · Shai Shalev-Shwartz · Ohad Shamir
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Sun Aug 06 09:06 PM -- 09:24 PM (PDT) @ C4.8
Analytical Guarantees on Numerical Precision of Deep Neural Networks
In Deep learning theory 2
Charbel Sakr · Yongjune Kim · Naresh Shanbhag
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Sun Aug 06 09:24 PM -- 09:42 PM (PDT) @ C4.8
Follow the Moving Leader in Deep Learning
In Deep learning theory 2
Shuai Zheng · James Kwok
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Sun Aug 06 09:42 PM -- 10:00 PM (PDT) @ C4.8
Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank
In Deep learning theory 2
Liang Zhao · Siyu Liao · Yanzhi Wang · Zhe Li · Jian Tang · Bo Yuan
[ PDF]  [ ss Summary/Notes]  [ Video]