Yu-Chin Juan

11 papers A 3Journal 4Unranked 4
YearRankTypeTitle / Venue / Authors
2018 A conf
Naive Parallelization of Coordinate Descent Methods and an Application on Multi-core L1-regularized Classification.
CIKM
Yong Zhuang, Yu-Chin Juan, Guo-Xun Yuan, Chih-Jen Lin
2016 A conf
Field-aware Factorization Machines for CTR Prediction.
RecSys
Yu-Chin Juan, Yong Zhuang, Wei-Sheng Chin, Chih-Jen Lin
2016 J jnl
LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems.
J. Mach. Learn. Res.
Wei-Sheng Chin, Bo-Wen Yuan, Mengyuan Yang, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin
2015 J jnl
A Fast Parallel Stochastic Gradient Method for Matrix Factorization in Shared Memory Systems.
ACM Trans. Intell. Syst. Technol.
Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin
2015 — conf
A Learning-Rate Schedule for Stochastic Gradient Methods to Matrix Factorization.
PAKDD (1)
Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin
2015 J jnl
Combination of feature engineering and ranking models for paper-author identification in KDD cup 2013.
J. Mach. Learn. Res.
Chun-Liang Li, Yu-Chuan Su, Ting-Wei Lin, Cheng-Hao Tsai, Wei-Cheng Chang, Kuan-Hao Huang, Tzu-Ming Kuo, Shan-Wei Lin, Young-San Lin, Yu-Chen Lu, Chun-Pai Yang, Cheng-Xia Chang, Wei-Sheng Chin, Yu-Chin Juan, Hsiao-Yu Tung, Jui-Pin Wang, Cheng-Kuang Wei, Felix Wu, Tu-Chun Yin, Tong Yu, Yong Zhuang, Shou-De Lin, Hsuan-Tien Lin, Chih-Jen Lin
2015 — conf
Distributed Newton Methods for Regularized Logistic Regression.
PAKDD (2)
Yong Zhuang, Wei-Sheng Chin, Yu-Chin Juan, Chih-Jen Lin
2014 J jnl
Effective string processing and matching for author disambiguation.
J. Mach. Learn. Res.
Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Felix Wu, Hsiao-Yu Tung, Tong Yu, Jui-Pin Wang, Cheng-Xia Chang, Chun-Pai Yang, Wei-Cheng Chang, Kuan-Hao Huang, Tzu-Ming Kuo, Shan-Wei Lin, Young-San Lin, Yu-Chen Lu, Yu-Chuan Su, Cheng-Kuang Wei, Tu-Chun Yin, Chun-Liang Li, Ting-Wei Lin, Cheng-Hao Tsai, Shou-De Lin, Hsuan-Tien Lin, Chih-Jen Lin
2013 A conf
A fast parallel SGD for matrix factorization in shared memory systems.
RecSys
Yong Zhuang, Wei-Sheng Chin, Yu-Chin Juan, Chih-Jen Lin
2013 — conf
Combination of feature engineering and ranking models for paper-author identification in KDD Cup 2013.
KDD Cup
Chun-Liang Li, Yu-Chuan Su, Ting-Wei Lin, Cheng-Hao Tsai, Wei-Cheng Chang, Kuan-Hao Huang, Tzu-Ming Kuo, Shan-Wei Lin, Young-San Lin, Yu-Chen Lu, Chun-Pai Yang, Cheng-Xia Chang, Wei-Sheng Chin, Yu-Chin Juan, Hsiao-Yu Tung, Jui-Pin Wang, Cheng-Kuang Wei, Felix Wu, Tu-Chun Yin, Tong Yu, Yong Zhuang, Shou-De Lin, Hsuan-Tien Lin, Chih-Jen Lin
2013 — conf
Effective string processing and matching for author disambiguation.
KDD Cup
Wei-Sheng Chin, Yu-Chin Juan, Yong Zhuang, Felix Wu, Hsiao-Yu Tung, Tong Yu, Jui-Pin Wang, Cheng-Xia Chang, Chun-Pai Yang, Wei-Cheng Chang, Kuan-Hao Huang, Tzu-Ming Kuo, Shan-Wei Lin, Young-San Lin, Yu-Chen Lu, Yu-Chuan Su, Cheng-Kuang Wei, Tu-Chun Yin, Chun-Liang Li, Ting-Wei Lin, Cheng-Hao Tsai, Shou-De Lin, Hsuan-Tien Lin, Chih-Jen Lin