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Talk
Mon Aug 07 01:30 PM -- 01:48 PM (AEST) @ 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
Mon Aug 07 01:48 PM -- 02:06 PM (AEST) @ 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
Mon Aug 07 02:06 PM -- 02:24 PM (AEST) @ 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
Mon Aug 07 02:24 PM -- 02:42 PM (AEST) @ C4.8
Follow the Moving Leader in Deep Learning
In Deep learning theory 2
Shuai Zheng · James Kwok
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 02:42 PM -- 03:00 PM (AEST) @ 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]