2 papers
cs.CV2022
PrUE: Distilling Knowledge from Sparse Teacher Networks
Shaopu Wang, Xiaojun Chen, Mengzhen Kou +1
Although deep neural networks have enjoyed remarkable success across a wide variety of tasks, their ever-increasing size also imposes significant overhead on deployment. To compres…
cs.DC2021
Efficient Byzantine-Resilient Stochastic Gradient Desce
Kaiyun Li, Xiaojun Chen, Ye Dong +3
Distributed Learning often suffers from Byzantine failures, and there have been a number of works studying the problem of distributed stochastic optimization under Byzantine failur…