12 citations · 18 across the 7 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2021★ 3 cited
Compressing gradients by exploiting temporal correlation in momentum-SGD
Tharindu B. Adikari, Stark C. Draper
An increasing bottleneck in decentralized optimization is communication. Bigger models and growing datasets mean that decentralization of computation is important and that the amou…
cs.LG2018
Efficient learning of neighbor representations for boundary trees and forests
Tharindu Adikari, Stark C. Draper
We introduce a semiparametric approach to neighbor-based classification. We build off the recently proposed Boundary Trees algorithm by Mathy et al.(2015) which enables fast neighb…