Wei-Sheng Chin
Title
Cited by
Cited by
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
3792016
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
1902013
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
882015
A learning-rate schedule for stochastic gradient methods to matrix factorization
WS Chin, Y Zhuang, YC Juan, CJ Lin
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 442-455, 2015
612015
Distributed newton methods for regularized logistic regression
Y Zhuang, WS Chin, YC Juan, CJ Lin
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 690-703, 2015
432015
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
372013
LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems.
WS Chin, BW Yuan, MY Yang, Y Zhuang, YC Juan, CJ Lin
J. Mach. Learn. Res. 17 (1), 2971-2975, 2016
262016
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
232013
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
92018
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
2021
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, 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 1–13