conftrace_

Justin Ma

2 papers · 2010–2012 · 2 conferences · across top CS/AI conferences

Achievements

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🐣 Hot Topic Early Bird 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14) 🚀 Conference Pioneer 📈 Trend Setter

Conferences

AISTATS (1) NSDI (1)

Top co-authors

Ion Stoica (1) Alex Kulesza (1) Michael J. Franklin (1) Lawrence Saul (1) Tathagata Das (1) Ankur Dave (1) Awarded Best Paper! Awarded Community Award Honorable Mention! (1) Mark Dredze (1) Murphy McCauley (1) Scott Shenker (1)

Keywords

online learning (1) low-rank approximation (1) covariance matrix (1) confidence-weighted learning (1) linear classification (1) second-order method (1) feature covariance (1)

Papers

Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing NSDI 2012 Exploiting Feature Covariance in High-Dimensional Online Learning AISTATS 2010