Matthew Faulkner

2 papers · 2011–2018 · 2 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (7) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) 🌉 Interdisciplinary Bridge 📈 Trend Setter

Conferences

JMLR (1) NIPS (1)

Top co-authors

Dan Feldman (2) Andreas Krause (2) Mario Lucic (1)

Keywords

streaming algorithm (2) statistical estimation (2) map-reduce (1) coresets (1) scalable training (1) clustering algorithm (1) gaussian mixture model (1) approximation algorithm (1) mixture model (1) density estimation (1) gaussian mixture (1) distributed learning (1)

Papers

Training Gaussian Mixture Models at Scale via Coresets JMLR 2018

Scalable Training of Mixture Models via Coresets NIPS 2011