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Talk
Mon Aug 7th 10:30 -- 10:48 AM @ C4.8
The loss surface of deep and wide neural networks
Quynh Nguyen · Matthias Hein
Talk
Mon Aug 7th 10:48 -- 11:06 AM @ C4.8
Neural Taylor Approximations: Convergence and Exploration in Rectifier Networks
David Balduzzi · Brian McWilliams · Tony Butler-Yeoman
Talk
Mon Aug 7th 11:06 -- 11:24 AM @ C4.8
Sharp Minima Can Generalize For Deep Nets
Laurent Dinh · Razvan Pascanu · Samy Bengio · Yoshua Bengio
Talk
Mon Aug 7th 11:24 -- 11:42 AM @ C4.8
Geometry of Neural Network Loss Surfaces via Random Matrix Theory
Jeffrey Pennington · Yasaman Bahri
Talk
Mon Aug 7th 11:42 AM -- 12:00 PM @ C4.8
The Shattered Gradients Problem: If resnets are the answer, then what is the question?
David Balduzzi · Marcus Frean · Wan-Duo Ma · Brian McWilliams · Lennox Leary · John Lewis