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Spotlight
Tue 6:25 Global Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs
Tolga Ergen · Mert Pilanci
Spotlight
Tue 7:35 Slot Machines: Discovering Winning Combinations of Random Weights in Neural Networks
Maxwell M Aladago · Lorenzo Torresani
Poster
Tue 9:00 Global Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs
Tolga Ergen · Mert Pilanci
Poster
Tue 9:00 Slot Machines: Discovering Winning Combinations of Random Weights in Neural Networks
Maxwell M Aladago · Lorenzo Torresani
Spotlight
Wed 6:25 A Modular Analysis of Provable Acceleration via Polyak's Momentum: Training a Wide ReLU Network and a Deep Linear Network
Jun-Kun Wang · Chi-Heng Lin · Jacob Abernethy
Spotlight
Wed 6:30 Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers
Robin M Schmidt · Frank Schneider · Philipp Hennig
Spotlight
Wed 7:30 SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks
Lingxiao YANG · Ru-Yuan Zhang · Lida LI · Xiaohua Xie
Spotlight
Wed 7:45 Exponentially Many Local Minima in Quantum Neural Networks
Xuchen You · Xiaodi Wu
Poster
Wed 9:00 SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks
Lingxiao YANG · Ru-Yuan Zhang · Lida LI · Xiaohua Xie
Poster
Wed 9:00 Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers
Robin M Schmidt · Frank Schneider · Philipp Hennig