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12 Results
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Poster
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Wed 14:30 |
Local SGD Converges Fast and Communicates Little Sebastian Stich |
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Poster
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Wed 14:30 |
Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged Solutions Zaiyi Chen · Zhuoning Yuan · Jinfeng Yi · Bowen Zhou · Enhong Chen · Tianbao Yang |
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Poster
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Thu 14:30 |
Learning Neural PDE Solvers with Convergence Guarantees Jun-Ting Hsieh · Shengjia Zhao · Stephan Eismann · Lucia Mirabella · Stefano Ermon |
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Poster
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Tue 14:30 |
Improving Generalization and Stability of Generative Adversarial Networks Hoang Thanh-Tung · Truyen Tran · Svetha Venkatesh |
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Poster
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Wed 14:30 |
SGD Converges to Global Minimum in Deep Learning via Star-convex Path Yi Zhou · Junjie Yang · Huishuai Zhang · Yingbin Liang · VAHID TAROKH |
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Poster
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Wed 14:30 |
signSGD with Majority Vote is Communication Efficient and Fault Tolerant Jeremy Bernstein · Jiawei Zhao · Kamyar Azizzadenesheli · Anima Anandkumar |
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Poster
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Wed 14:30 |
A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks Sanjeev Arora · Nadav Cohen · Noah Golowich · Wei Hu |
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Poster
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Wed 14:30 |
On the Convergence of A Class of Adam-Type Algorithms for Non-Convex Optimization Xiangyi Chen · Sijia Liu · Ruoyu Sun · Mingyi Hong |
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Poster
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Wed 14:30 |
AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods Zhiming Zhou · Qingru Zhang · Guansong Lu · Hongwei Wang · Weinan Zhang · Yong Yu |
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Poster
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Thu 14:30 |
Stable Opponent Shaping in Differentiable Games Alistair Letcher · Jakob Foerster · David Balduzzi · Tim Rocktaeschel · Shimon Whiteson |
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Poster
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Wed 14:30 |
Riemannian Adaptive Optimization Methods Gary Bécigneul · Octavian Ganea |
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Poster
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Tue 14:30 |
The Unusual Effectiveness of Averaging in GAN Training Yasin YAZICI · Chuan-Sheng Foo · Stefan Winkler · Kim-Hui Yap · Georgios Piliouras · Vijay Chandrasekhar |