3 citations · 8 across the 7 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.IT2019
Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks
Jy-yong Sohn, Dong-Jun Han, Beongjun Choi +1
Recent advances in large-scale distributed learning algorithms have enabled communication-efficient training via SignSGD. Unfortunately, a major issue continues to plague distribut…
cs.IT2019
Coded Distributed Computing over Packet Erasure Channels
Dong-Jun Han, Jy-yong Sohn, Jaekyun Moon
Coded computation is a framework which provides redundancy in distributed computing systems to speed up largescale tasks. Although most existing works assume an error-free scenario…