1 code implementation • 9 Jul 2021 • John Chen, Cameron Wolfe, Anastasios Kyrillidis
Deep learning practitioners often operate on a computational and monetary budget.
no code implementations • 16 Jun 2021 • Junhyung Lyle Kim, Jose Antonio Lara Benitez, Mohammad Taha Toghani, Cameron Wolfe, Zhiwei Zhang, Anastasios Kyrillidis
We present a novel, practical, and provable approach for solving diagonally constrained semi-definite programming (SDP) problems at scale using accelerated non-convex programming.
2 code implementations • 11 Oct 2019 • John Chen, Cameron Wolfe, Zhao Li, Anastasios Kyrillidis
Momentum is a widely used technique for gradient-based optimizers in deep learning.