Wei-Sheng Chin

According to our database, Wei-Sheng Chin authored at least 11 papers between 2013 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2019

Machine Learning at Microsoft with ML .NET.

Zeeshan Ahmed, Saeed Amizadeh, Mikhail Bilenko, Rogan Carr, Wei-Sheng Chin, Yael Dekel, Xavier Dupré, Vadim Eksarevskiy, Eric Erhardt, Costin Eseanu, Senja Filipi, Tom Finley, Abhishek Goswami, Monte Hoover, Scott Inglis, Matteo Interlandi, Shon Katzenberger, Najeeb Kazmi, Gleb Krivosheev, Pete Luferenko, Ivan Matantsev, Sergiy Matusevych, Shahab Moradi, Gani Nazirov, Justin Ormont, Gal Oshri, Artidoro Pagnoni, Jignesh Parmar, Prabhat Roy, Sarthak Shah, Mohammad Zeeshan Siddiqui, Markus Weimer, Shauheen Zahirazami, Yiwen Zhu

CoRR, 2019

Machine Learning at Microsoft with ML.NET.

Zeeshan Ahmed, Saeed Amizadeh, Mikhail Bilenko, Rogan Carr, Wei-Sheng Chin, Yael Dekel, Xavier Dupré, Vadim Eksarevskiy, Senja Filipi, Tom Finley, Abhishek Goswami, Monte Hoover, Scott Inglis, Matteo Interlandi, Najeeb Kazmi, Gleb Krivosheev, Pete Luferenko, Ivan Matantsev, Sergiy Matusevych, Shahab Moradi, Gani Nazirov, Justin Ormont, Gal Oshri, Artidoro Pagnoni, Jignesh Parmar, Prabhat Roy, Mohammad Zeeshan Siddiqui, Markus Weimer, Shauheen Zahirazami, Yiwen Zhu

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

An Efficient Alternating Newton Method for Learning Factorization Machines.

Wei-Sheng Chin, Bo-Wen Yuan, Mengyuan Yang, Chih-Jen Lin

ACM Trans. Intell. Syst. Technol., 2018

2016

LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems.

Wei-Sheng Chin, Bo-Wen Yuan, Mengyuan Yang, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin

J. Mach. Learn. Res., 2016

Field-aware Factorization Machines for CTR Prediction.

Yu-Chin Juan, Yong Zhuang, Wei-Sheng Chin, Chih-Jen Lin

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

2015

A Fast Parallel Stochastic Gradient Method for Matrix Factorization in Shared Memory Systems.

Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin

ACM Trans. Intell. Syst. Technol., 2015

Combination of feature engineering and ranking models for paper-author identification in KDD cup 2013.

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

J. Mach. Learn. Res., 2015

Distributed Newton Methods for Regularized Logistic Regression.

Yong Zhuang, Wei-Sheng Chin, Yu-Chin Juan, Chih-Jen Lin

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

A Learning-Rate Schedule for Stochastic Gradient Methods to Matrix Factorization.

Wei-Sheng Chin, Yong Zhuang, Yu-Chin Juan, Chih-Jen Lin

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

2014

Effective string processing and matching for author disambiguation.

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

J. Mach. Learn. Res., 2014

2013

A fast parallel SGD for matrix factorization in shared memory systems.

Yong Zhuang, Wei-Sheng Chin, Yu-Chin Juan, Chih-Jen Lin

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013