|
Poster
|
Thu 15:00
|
Local Linear Convergence of Douglas-Rachford for Linear Programming: a Probabilistic Analysis
Oisin Faust · Hamza Fawzi
|
|
|
Spotlight
|
Thu 12:40
|
Local Linear Convergence of Douglas-Rachford for Linear Programming: a Probabilistic Analysis
Oisin Faust · Hamza Fawzi
|
|
|
Poster
|
Tue 15:30
|
AdaGrad Avoids Saddle Points
Kimon Antonakopoulos · Panayotis Mertikopoulos · Georgios Piliouras · Xiao Wang
|
|
|
Poster
|
Tue 15:30
|
Continuous-Time Analysis of Accelerated Gradient Methods via Conservation Laws in Dilated Coordinate Systems
Jaewook Suh · Gyumin Roh · Ernest Ryu
|
|
|
Spotlight
|
Tue 14:05
|
AdaGrad Avoids Saddle Points
Kimon Antonakopoulos · Panayotis Mertikopoulos · Georgios Piliouras · Xiao Wang
|
|
|
Poster
|
Wed 15:30
|
Towards Noise-adaptive, Problem-adaptive (Accelerated) Stochastic Gradient Descent
Sharan Vaswani · Benjamin Dubois-Taine · Reza Babanezhad
|
|
|
Spotlight
|
Wed 14:00
|
Bounding the Width of Neural Networks via Coupled Initialization - A Worst Case Analysis
Alexander Munteanu · Simon Omlor · Zhao Song · David Woodruff
|
|
|
Oral
|
Tue 8:15
|
Continuous-Time Analysis of Accelerated Gradient Methods via Conservation Laws in Dilated Coordinate Systems
Jaewook Suh · Gyumin Roh · Ernest Ryu
|
|
|
Poster
|
Wed 15:30
|
Bounding the Width of Neural Networks via Coupled Initialization - A Worst Case Analysis
Alexander Munteanu · Simon Omlor · Zhao Song · David Woodruff
|
|
|
Poster
|
Wed 15:30
|
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry
Fabrizio Pittorino · Antonio Ferraro · Gabriele Perugini · Christoph Feinauer · Carlo Baldassi · RIccardo Zecchina
|
|
|
Spotlight
|
Wed 14:50
|
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry
Fabrizio Pittorino · Antonio Ferraro · Gabriele Perugini · Christoph Feinauer · Carlo Baldassi · RIccardo Zecchina
|
|
|
Poster
|
Tue 15:30
|
Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the O(ϵ−7/4) Complexity
Huan Li · Zhouchen Lin
|
|
