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Talk
Mon Aug 7th 01:30 -- 01:48 PM @ C4.8
Recovery Guarantees for One-hidden-layer Neural Networks
Kai Zhong · Zhao Song · Prateek Jain · Peter Bartlett · Inderjit Dhillon
Talk
Mon Aug 7th 01:48 -- 02:06 PM @ C4.8
Failures of Gradient-Based Deep Learning
Shaked Shammah · Shai Shalev-Shwartz · Ohad Shamir
Talk
Mon Aug 7th 02:06 -- 02:24 PM @ C4.8
Analytical Guarantees on Numerical Precision of Deep Neural Networks
Charbel Sakr · Yongjune Kim · Naresh Shanbhag
Talk
Mon Aug 7th 02:24 -- 02:42 PM @ C4.8
Follow the Moving Leader in Deep Learning
Shuai Zheng · James Kwok
Talk
Mon Aug 7th 02:42 -- 03:00 PM @ C4.8
Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank
Liang Zhao · Siyu Liao · Yanzhi Wang · Zhe Li · Jian Tang · Bo Yuan