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Oral
Wed Jul 11th 01:30 -- 01:50 PM @ A9
Asynchronous Decentralized Parallel Stochastic Gradient Descent
Xiangru Lian · Wei Zhang · Ce Zhang · Ji Liu
Oral
Wed Jul 11th 01:50 -- 02:10 PM @ A9
signSGD: Compressed Optimisation for Non-Convex Problems
Jeremy Bernstein · Yu-Xiang Wang · Kamyar Azizzadenesheli · Anima Anandkumar
Oral
Wed Jul 11th 02:10 -- 02:20 PM @ A9
Katyusha X: Simple Momentum Method for Stochastic Sum-of-Nonconvex Optimization
Zeyuan Allen-Zhu
Oral
Wed Jul 11th 02:20 -- 02:30 PM @ A9
$D^2$: Decentralized Training over Decentralized Data
Hanlin Tang · Xiangru Lian · Ming Yan · Ce Zhang · Ji Liu