Ruby C. Weng

Probability Estimates for Multi-class Classification by Pairwise Coupling

Tingfan Wu, Chih‐Jen Lin, Ruby C. Weng · Journal of Machine Learning Research · 2004 · 1.5K citations

Probability Estimates, Engineering, Machine Learning +16

Probability Estimates for Multi-Class Classification by Pairwise Coupling

Tingfan Wu, Chih‐Jen Lin, Ruby C. Weng · 2003 · 979 citations

A note on Platt’s probabilistic outputs for support vector machines

Hsuan-Tien Lin, Chih‐Jen Lin, Ruby C. Weng · Machine Learning · 2007 · 858 citations · Full text

Support Vector Machine, Engineering, Machine Learning +8

Trust Region Newton Method for Logistic Regression

Chih‐Jen Lin, Ruby C. Weng, S. Sathiya Keerthi · Journal of Machine Learning Research · 2008 · 287 citations

Numerical Analysis, Engineering, Machine Learning +20

Trust region Newton methods for large-scale logistic regression

Chih‐Jen Lin, Ruby C. Weng, S. Sathiya Keerthi · 2007 · 287 citations

Large-scale Global Optimization, Engineering, Machine Learning +18