Skip to yearly menu bar Skip to main content


(5 events)   Time zone: Conference local time zone  
Show all
Toggle Poster Visibility
Talk
Mon Aug 07 10:30 AM -- 10:48 AM (AEST) @ C4.8
The loss surface of deep and wide neural networks
Quynh Nguyen · Matthias Hein
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 10:48 AM -- 11:06 AM (AEST) @ C4.8
Neural Taylor Approximations: Convergence and Exploration in Rectifier Networks
David Balduzzi · Brian McWilliams · Tony Butler-Yeoman
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 11:06 AM -- 11:24 AM (AEST) @ C4.8
Sharp Minima Can Generalize For Deep Nets
Laurent Dinh · Razvan Pascanu · Samy Bengio · Yoshua Bengio
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 11:24 AM -- 11:42 AM (AEST) @ C4.8
Geometry of Neural Network Loss Surfaces via Random Matrix Theory
Jeffrey Pennington · Yasaman Bahri
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 11:42 AM -- 12:00 PM (AEST) @ 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
[ PDF]  [ ss Summary/Notes]  [ Video]