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Poster
Wed 14:30 signSGD with Majority Vote is Communication Efficient and Fault Tolerant
Jeremy Bernstein · Jiawei Zhao · Kamyar Azizzadenesheli · Anima Anandkumar
Poster
Wed 14:30 AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods
Zhiming Zhou · Qingru Zhang · Guansong Lu · Hongwei Wang · Weinan Zhang · Yong Yu
Poster
Wed 14:30 Adaptivity of deep ReLU network for learning in Besov and mixed smooth Besov spaces: optimal rate and curse of dimensionality
Taiji Suzuki
Poster
Wed 14:30 Theoretical Analysis of Auto Rate-Tuning by Batch Normalization
Sanjeev Arora · Zhiyuan Li · Kaifeng Lyu
Poster
Wed 14:30 Adaptive Gradient Methods with Dynamic Bound of Learning Rate
Liangchen Luo · Yuanhao Xiong · Yan Liu · Xu Sun
Poster
Wed 14:30 A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation
Akhilesh Deepak Gotmare · Nitish Shirish Keskar · Caiming Xiong · richard socher