Concepedia
Statistics
Publications
55
Citations
3.8K
H-Index
26
Active since
2002
Affiliations
National Taiwan University(Current)
Academia Sinica
California Institute of Technology
National Taipei University
Hsuan-Tien Lin is an author at National Taiwan University specializing in computer science, computing, and machine learning.
Publications per year
2002–2023
A note on Platt’s probabilistic outputs for support vector machines
Hsuan-Tien Lin, Chih‐Jen Lin, Ruby C. Weng · Machine Learning · 2007 · 868 citations · Full text
Computing, Computer Science, Data Mining +14
A Study on Sigmoid Kernels for SVM and the Training of non-PSD Kernels by SMO-type Methods
Hsuan-Tien Lin · 2005 · 591 citations
Computing, Computer Science, Mathematics +12
Multilabel Classification with Principal Label Space Transformation
Farbound Tai, Hsuan-Tien Lin · Neural Computation · 2012 · 278 citations
Computing, Computer Science, Data Science +14
Feature-aware Label Space Dimension Reduction for Multi-label Classification
Yao-Nan Chen, Hsuan-Tien Lin · Neural Information Processing Systems · 2012 · 220 citations
Computing, Computer Science, Data Mining +16
Active Learning by Learning
Wei-Ning Hsu, Hsuan-Tien Lin · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 158 citations · Full text
Computing, Computer Science, Algorithms +8
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