Tyler Johnson

2 papers · 2015–2020 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird

Conferences

ICML (2)

Top co-authors

Carlos Guestrin (2) Pulkit Agrawal (1) Haijie Gu (1)

Keywords

stochastic gradient descent (1) feature selection (1) l1 regularization (1) coordinate descent (1) sparse optimization (1) distributed training (1) adaptive learning rate (1) convergence rate (1) working set method (1) l1-regularized learning (1) large-batch training (1) learning rate scaling (1)

Papers

AdaScale SGD: A User-Friendly Algorithm for Distributed Training ICML 2020

Blitz: A Principled Meta-Algorithm for Scaling Sparse Optimization ICML 2015