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Wei-Sheng Chin
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Year
Field-aware factorization machines for CTR prediction
Y Juan, Y Zhuang, WS Chin, CJ Lin
Proceedings of the 10th ACM conference on recommender systems, 43-50, 2016
7742016
A fast parallel SGD for matrix factorization in shared memory systems
Y Zhuang, WS Chin, YC Juan, CJ Lin
Proceedings of the 7th ACM conference on Recommender systems, 249-256, 2013
2102013
A fast parallel stochastic gradient method for matrix factorization in shared memory systems
WS Chin, Y Zhuang, YC Juan, CJ Lin
ACM Transactions on Intelligent Systems and Technology (TIST) 6 (1), 1-24, 2015
1182015
A learning-rate schedule for stochastic gradient methods to matrix factorization
WS Chin, Y Zhuang, YC Juan, CJ Lin
Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia …, 2015
762015
LIBMF: a library for parallel matrix factorization in shared-memory systems
WS Chin, BW Yuan, MY Yang, Y Zhuang, YC Juan, CJ Lin
Journal of Machine Learning Research 17 (86), 1-5, 2016
542016
Distributed newton methods for regularized logistic regression
Y Zhuang, WS Chin, YC Juan, CJ Lin
Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia …, 2015
522015
Effective string processing and matching for author disambiguation
WS Chin, YC Juan, Y Zhuang, F Wu, HY Tung, T Yu, JP Wang, CX Chang, ...
Proceedings of the 2013 KDD Cup 2013 workshop, 1-9, 2013
422013
Combination of feature engineering and ranking models for paper-author identification in KDD Cup 2013
CL Li, YC Su, TW Lin, CH Tsai, WC Chang, KH Huang, TM Kuo, SW Lin, ...
Proceedings of the 2013 KDD Cup 2013 Workshop, 1-7, 2013
252013
An efficient alternating newton method for learning factorization machines
WS Chin, BW Yuan, MY Yang, CJ Lin
ACM Transactions on Intelligent Systems and Technology (TIST) 9 (6), 1-31, 2018
112018
Field-aware factorization machines
YC Juan, WS Chin, Y Zhuang
Available on https://github. com/guestwalk/libffm, 2015
22015
A note on diagonal preconditioner in large-scale logistic regression
WS Chin, BW Yuan, MY Yang, CJ Lin
Technical report, Department of Computer Science and Information Engineering …, 0
1
Package ‘recosystem’
Y Qiu, CJ Lin, YC Juan, WS Chin, Y Zhuang, BW Yuan, MY Yang, MY Qiu
2023
大規模矩陣分解與其廣義模型
WS Chin
臺灣大學資訊網路與多媒體研究所學位論文 2016, 1-77, 2016
2016
Supplementary Materials for “LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems”
WS Chin, BW Yuan, MY Yang, Y Zhuang, YC Juan, CJ Lin
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Articles 1–14