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Yuchin Juan
Yuchin Juan
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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
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
Field-aware factorization machines in a real-world online advertising system
Y Juan, D Lefortier, O Chapelle
Proceedings of the 26th International Conference on World Wide Web Companion …, 2017
1172017
Libshorttext: A library for short-text classification and analysis
H Yu, C Ho, Y Juan, C Lin
Rapport interne, Department of Computer Science, National Taiwan University …, 2013
772013
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
Naive parallelization of coordinate descent methods and an application on multi-core l1-regularized classification
Y Zhuang, Y Juan, GX Yuan, CJ Lin
Proceedings of the 27th ACM International Conference on Information and …, 2018
122018
Field-aware factorization machines
YC Juan, WS Chin, Y Zhuang
Available on https://github. com/guestwalk/libffm, 2015
22015
Package ‘recosystem’
Y Qiu, CJ Lin, YC Juan, WS Chin, Y Zhuang, BW Yuan, MY Yang, MY Qiu
2023
在共享記憶體系統的快速平行隨機梯度下降法矩陣分解
YC Juan
國立臺灣大學資訊工程學系學位論文 2014, 1-43, 2014
2014
Vascular Casting of Some Internal Organs of Tibet Mini-Pigs
WU Nashunbayaer, C Li, YU Juan, YUE Min, GU Wei-wang
中国比较医学杂志 (英文版), 0
西藏小型猪部分脏器血管铸型标本制作
WU Nashunbayaer, C Li, YU Juan, YUE Min, GU Wei-wang
中国比较医学杂志, 0
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
Supplementary Materials for “Naive Parallelization of Coordinate Descent Methods and an Application on Multi-core L1-regularized Classification”
Y Zhuang, Y Juan, GX Yuan, CJ Lin
epsilon 2 (3.79), 5.92, 0
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