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Yu-Chin Juan

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2010 – 2019

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2018
[c7]
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Yong Zhuang, Yu-Chin Juan, Guo-Xun Yuan, Chih-Jen Lin:
Naive Parallelization of Coordinate Descent Methods and an Application on Multi-core L1-regularized Classification. CIKM 2018: 1103-1112
2016
[j4]
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Wei-Sheng Chin, Bo-Wen Yuan, Mengyuan Yang, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin:
LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems. J. Mach. Learn. Res. 17: 86:1-86:5 (2016)
[c6]
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Yu-Chin Juan, Yong Zhuang, Wei-Sheng Chin, Chih-Jen Lin:
Field-aware Factorization Machines for CTR Prediction. RecSys 2016: 43-50
2015
[j3]
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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:
Combination of feature engineering and ranking models for paper-author identification in KDD cup 2013. J. Mach. Learn. Res. 16: 2921-2947 (2015)
[j2]
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Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin:
A Fast Parallel Stochastic Gradient Method for Matrix Factorization in Shared Memory Systems. ACM Trans. Intell. Syst. Technol. 6(1): 2:1-2:24 (2015)
[c5]
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Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin:
A Learning-Rate Schedule for Stochastic Gradient Methods to Matrix Factorization. PAKDD (1) 2015: 442-455
[c4]
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Yong Zhuang, Wei-Sheng Chin, Yu-Chin Juan, Chih-Jen Lin:
Distributed Newton Methods for Regularized Logistic Regression. PAKDD (2) 2015: 690-703
2014
[j1]
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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:
Effective string processing and matching for author disambiguation. J. Mach. Learn. Res. 15(1): 3037-3064 (2014)
2013
[c3]
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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:
Combination of feature engineering and ranking models for paper-author identification in KDD Cup 2013. KDD Cup 2013: 2:1-2:7
[c2]
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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:
Effective string processing and matching for author disambiguation. KDD Cup 2013: 7:1-7:9
[c1]
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Yong Zhuang, Wei-Sheng Chin, Yu-Chin Juan, Chih-Jen Lin:
A fast parallel SGD for matrix factorization in shared memory systems. RecSys 2013: 249-256

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