Artin Spiridonoff

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 5

Top Topics

Communication Overhead

Convex Functions

Nearest Neighbor Classifier

Top Venues

J. Mach. Learn. Res.

Publications

Artin Spiridonoff, Alex Olshevsky, Yannis Paschalidis
Communication-efficient SGD: From Local SGD to One-Shot Averaging. NeurIPS (2021)
Artin Spiridonoff, Alex Olshevsky, Ioannis Ch. Paschalidis
Communication-efficient SGD: From Local SGD to One-Shot Averaging. CoRR (2021)
Artin Spiridonoff, Alex Olshevsky, Ioannis Ch. Paschalidis
Robust Asynchronous Stochastic Gradient-Push: Asymptotically Optimal and Network-Independent Performance for Strongly Convex Functions. J. Mach. Learn. Res. 21 (2020)
Artin Spiridonoff, Alex Olshevsky, Ioannis Ch. Paschalidis
Local SGD With a Communication Overhead Depending Only on the Number of Workers. CoRR (2020)
Alex Olshevsky, Ioannis Ch. Paschalidis, Artin Spiridonoff
Fully Asynchronous Push-Sum With Growing Intercommunication Intervals. ACC (2018)