Haijie Gu

3 papers · 2011–2020 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Conferences

ICML (1) JMLR (1) OSDI (1)

Top co-authors

Carlos Guestrin (2) Min Xu (1) John Lafferty (1) Pulkit Agrawal (1) Tyler Johnson (1) Yucheng Low (1) Han Liu (1) Danny Bickson (1) Joseph E. Gonzalez (1) Larry Wasserman (1)

Keywords

stochastic gradient descent (1) density estimation (1) distributed training (1) adaptive learning rate (1) graphical model (1) spanning tree (1) large-batch training (1) learning rate scaling (1) kernel density estimate (1) forest structure (1)

Papers

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

PowerGraph: Distributed Graph-Parallel Computation on Natural Graphs OSDI 2012

Forest Density Estimation JMLR 2011