conftrace_

Michael Young

2 papers · 2013–2015 · 2 conferences · across top CS/AI conferences

Achievements

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🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

📈 Trend Setter

Conferences

ICML (1) NIPS (1)

Top co-authors

Daniel Golovin (2) D. Sculley (2) Todd Phillips (1) Eugene Davydov (1) Dan Dennison (1) Jean-François Crespo (1) Vinay Chaudhary (1) Dietmar Ebner (1) Gary Holt (1) Brendan Mcmahan (1)

Keywords

online learning (1) randomized rounding (1) large-scale learning (1) software engineering (1) learning rate (1) random projection (1) memory efficiency (1) system design (1) memory reduction (1) machine learning system (1) per-coordinate learning rate (1) data dependency (1) technical debt (1)

Papers

Hidden Technical Debt in Machine Learning Systems NIPS 2015 Large-Scale Learning with Less RAM via Randomization ICML 2013