Vinayak Tantia

According to our database, Vinayak Tantia authored at least 3 papers between 2018 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum.

Jianyu Wang, Vinayak Tantia, Nicolas Ballas, Michael G. Rabbat

Proceedings of the 8th International Conference on Learning Representations, 2020

Lookahead Converges to Stationary Points of Smooth Non-convex Functions.

Jianyu Wang, Vinayak Tantia, Nicolas Ballas, Michael G. Rabbat

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2018

A Modern Take on the Bias-Variance Tradeoff in Neural Networks.

Brady Neal, Sarthak Mittal, Aristide Baratin, Vinayak Tantia, Matthew Scicluna, Simon Lacoste-Julien, Ioannis Mitliagkas

CoRR, 2018