Chih Jen Lin

Updated on Dec 17, 2024

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Native name 林智仁 Known for LIBSVM		Residence Taipei, Taiwan

Fields machine learningdata miningoptimization Institutions National Taiwan University Thesis Study in Large-Scale optimization Notable awards ACM Fellow (2015)AAAI Fellow (2014)IEEE Fellow (2011) Alma maters National Taiwan University, University of Michigan Institution National Taiwan University

2016 dr chih jen lin

Chih-Jen Lin (Chinese: 林智仁; pinyin: Lín Zhìrén) is Distinguished Professor of Computer Science at National Taiwan University, and a leading researcher in machine learning, optimization, and data mining. He is best known for the open source library LIBSVM, an implementation of support vector machines.

Biography

Chih-Jen Lin received his B.Sc. (1993) in Mathematics at National Taiwan University, and M.SE (1996) and Ph.D.(1998) in Operations at University of Michigan.

Awards and honors

ACM Fellow (2015)

For contributions to the theory and practice of machine learning and data mining.

AAAI Fellow (2014)

For significant contributions to the field of machine learning, and the development of a widely used SVM software.

IEEE Fellow (2011)

For contributions to support vector machine algorithms and software.

Software

LIBSVM implements the SMO algorithm for kernelized support vector machines. LIBSVM Homepage

Articles

Chang, Chih-Chung; Lin, Chih-Jen (2011). "LIBSVM: A library for support vector machines". ACM Transactions on Intelligent Systems and Technology. 2 (3).

References

Chih-Jen Lin Wikipedia

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