Ruby C. Weng

5 papers · 2004–2011 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 📈 Trend Setter

Venues

JMLR (5)

Top co-authors

Chih-Jen Lin (5) Tzu-kuo Huang (2) S. Sathiya Keerthi (1) Ting-Fan Wu (1)

Research topics

Machine Learning (5) Core Methods (4) Mathematics & Optimization (3) Optimization (3) Artificial Intelligence (1) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Optimization & Theory (1)

Keywords

multi-class classification (3) support vector machine (2) probability estimation (1) maximum likelihood (1) convex minimization (1) bradley-terry model (1) quasi-newton method (1) linear system (1) error-correcting output code (1) bayesian approximation (1) skill estimation (1) pairwise coupling (1) class probability (1) discriminant classification (1) paired comparison (1) probability estimate (1) online ranking (1) true skill (1) group comparison (1) approximate inference (1)

Papers

A Bayesian Approximation Method for Online Ranking JMLR 2011 Ranking Individuals by Group Comparisons JMLR 2008 Trust Region Newton Method for Logistic Regression JMLR 2008 Generalized Bradley-Terry Models and Multi-Class Probability Estimates JMLR 2006 Probability Estimates for Multi-class Classification by Pairwise Coupling JMLR 2004