公開日期 | 標題 | 作者 | 來源出版物 | scopus | WOS | 全文 |
2018 | Limited-memory common-directions method for distributed L1-regularized linear classification | Chiang W.-L; Yu-Sheng Li; Lee C.-P; CHIH-JEN LIN | SIAM International Conference on Data Mining, SDM 2018 | | | |
2018 | Limited-memory Common-directions Method for Distributed Ll-regularized Linear Classification. | Chiang, Wei-Lin; Li, Yu-Sheng; Lee, Ching-Pei; CHIH-JEN LIN | Proceedings of the 2018 SIAM International Conference on Data Mining, SDM 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San Diego, CA, USA. | | | |
2017 | Limited-memory Common-directions Method for Distributed Optimization and its Application on Empirical Risk Minimization. | Lee, Ching-Pei; Wang, Po-Wei; Chen, Weizhu; CHIH-JEN LIN | Proceedings of the 2017 SIAM International Conference on Data Mining, Houston, Texas, USA, April 27-29, 2017. | | | |
2022 | Limited-memory common-directions method for large-scale optimization: convergence, parallelization, and distributed optimization | Lee C.-P; Wang P.-W; CHIH-JEN LIN | Mathematical Programming Computation | 0 | 0 | |
2021 | Limited-memory Common-directions Method with Subsampled Newton Directions for Large-scale Linear Classification | Yen J.-N; CHIH-JEN LIN | Proceedings - IEEE International Conference on Data Mining, ICDM | 0 | 0 | |
2016 | Linear and Kernel Classification: When to Use Which? | Huang, Hsin-Yuan; CHIH-JEN LIN | Proceedings of the 2016 SIAM International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016 | | | |
2023 | Linear Classifier: An Often-Forgotten Baseline for Text Classification | ANGELA YU-CHEN LIN; Chen, Si An; Liu, Jie Jyun; CHIH-JEN LIN | Proceedings of the Annual Meeting of the Association for Computational Linguistics | 0 | | |
2001 | Linear Convergence of a Decomposition Method for
Support Vector Machines | Lin, Chih-Jen | | | | |
2011 | A Linear Ensemble of Individual and Blended Models for Music Rating Prediction | Chen, Po-Lung; Lin, Hsuan-Tien ; Lin, Chih-Jen ; Lin, Shou-De et al. | KDD Cup | | | |
2004 | Load forecasting using support vector machines: A study on EUNITE competition 2001 | Chen, Bo-Juen; Chang, Ming-Wei; Lin, Chih-Jen | IEEE Transactions on Power Systems | 696 | | |
2018 | Naive parallelization of coordinate descent methods and an application on multi-core L1-regularized classification | Zhuang, Y.; Yuan, G.-X.; Juan, Y.; CHIH-JEN LIN | International Conference on Information and Knowledge Management, Proceedings | 7 | 0 | |
2007 | New challenges in semantic concept detection | CHIH-JEN LIN ; Weng, M.-F.; Chen, C.-K.; Yang, Y.-H.; Fan, R.-E.; Hsieh, Y.-T.; Chuang, Y.-Y.; Hsu, W.H.; Lin, C.-J.; CHIH-JEN LIN | 2007 TREC Video Retrieval Evaluation Notebook Papers | | | |
2020 | Newton methods for convolutional neural networks | Wang, C.-C.; Tan, K.L.; CHIH-JEN LIN | ACM Transactions on Intelligent Systems and Technology | | 0 | |
1999 | Newton's method for large bound-constrained optimization problems | CHIH-JEN LIN ; Moré, Jorge J | SIAM Journal on Optimization | | | |
2007 | A note on Platt's probabilistic outputs for support vector machines | Lin, Hsuan-Tien ; Lin, Chih-Jen ; Weng, Ruby C. | Machine Learning | 618 | | |
2001 | A note on the decomposition methods for support vector regression | Liao, Shuo-Peng; Lin, Hsuan-Tien ; Lin, Chih-Jen | International Joint Conference on Neural Networks | 0 | 0 | |
2011 | Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music Recommendation | McKenzie, Todd G.; Lin, Hsuan-Tien ; Lin, Chih-Jen ; Lin, Shou-De et al. | KDD Cup | | | |
2007 | The NTU toolkit and framework for high-level feature detection at TRECVID 2007 | Weng, Ming Fang; Chen, Chun Kang; YI-HSUAN YANG ; Fan, Rong En; Hsieh, Yu Ting; Chunag, Yung Yu; WINSTON HSU ; CHIH-JEN LIN | 2007 TREC Video Retrieval Evaluation Notebook Papers | 1 | | |
1994 | On solving convex quadratic semi-infinite programming problems | Fang, Shu-Cherng; Lin, Chih-Jen ; Wu, Soon-Yi | Optimization | | | |
2006 | On the Convergence of Multiplicative Update
Algorithms for Non-negative Matrix Factorization | Lin, Chih-Jen | | | | |