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 | 855 | 2016 |
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 | 216 | 2013 |
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 | 123 | 2015 |
Machine learning at Microsoft with ML. NET Z Ahmed, S Amizadeh, M Bilenko, R Carr, WS Chin, Y Dekel, X Dupre, ... Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019 | 85 | 2019 |
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 | 81 | 2015 |
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 | 57 | 2016 |
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 | 54 | 2015 |
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 | 44 | 2013 |
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 | 26 | 2013 |
& Zhu, Y.(2019, July) Z Ahmed, S Amizadeh, M Bilenko, R Carr, WS Chin, Y Dekel Machine learning at Microsoft with ML .NET. In Proceedings of the 25th ACM …, 0 | 23 | |
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 | 10 | 2018 |
Field-aware factorization machines YC Juan, WS Chin, Y Zhuang Available on https://github. com/guestwalk/libffm, 2015 | 2 | 2015 |
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 | | |