Chih-Jen Lin

2025

doi dblp
SparseKmeans: Efficient K-means Clustering For Sparse Data.
Khoi Nguyen Pham Dang|He-Zhe Lin|Chih-Jen Lin
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025

2023

doi dblp
On the Thresholding Strategy for Infrequent Labels in Multi-label Classification.
Yu-Jen Lin|Chih-Jen Lin
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
On the "Rough Use" of Machine Learning Techniques.
Chih-Jen Lin
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

2020

doi dblp
Newton Methods for Convolutional Neural Networks.
Chien-Chih Wang|Kent Loong Tan|Chih-Jen Lin
ACM Transactions on Intelligent Systems and Technology (TIST) 2020 Volume 11 Issue 2

2019

doi dblp
Improving Ad Click Prediction by Considering Non-displayed Events.
Bo-Wen Yuan|Jui-Yang Hsia|Mengyuan Yang|Hong Zhu|Chih-Yao Chang|Zhenhua Dong|Chih-Jen Lin
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

2018

doi dblp
An Efficient Alternating Newton Method for Learning Factorization Machines.
Wei-Sheng Chin|Bo-Wen Yuan|Mengyuan Yang|Chih-Jen Lin
ACM Transactions on Intelligent Systems and Technology (TIST) 2018 Volume 9 Issue 6
doi dblp
Naive Parallelization of Coordinate Descent Methods and an Application on Multi-core L1-regularized Classification.
Yong Zhuang|Yu-Chin Juan|Guo-Xun Yuan|Chih-Jen Lin
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2015

doi dblp
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 Transactions on Intelligent Systems and Technology (TIST) 2015 Volume 6 Issue 1

2011

doi dblp
LIBSVM: A library for support vector machines.
Chih-Chung Chang|Chih-Jen Lin
ACM Transactions on Intelligent Systems and Technology (TIST) 2011 Volume 2 Issue 3