Vinayak Tantia

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 4

Top Topics

Convex Functions

Distributed Control

Top Venues

Publications

Jianyu Wang, Vinayak Tantia, Nicolas Ballas, Michael G. Rabbat
SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum. ICLR (2020)
Jianyu Wang, Vinayak Tantia, Nicolas Ballas, Michael G. Rabbat
Lookahead Converges to Stationary Points of Smooth Non-convex Functions. ICASSP (2020)
Jianyu Wang, Vinayak Tantia, Nicolas Ballas, Michael G. Rabbat
SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum. CoRR (2019)
Brady Neal, Sarthak Mittal, Aristide Baratin, Vinayak Tantia, Matthew Scicluna, Simon Lacoste-Julien, Ioannis Mitliagkas
A Modern Take on the Bias-Variance Tradeoff in Neural Networks. CoRR (2018)