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ORCIDBibTeX records: Chih-Jen Lin
@article{DBLP:journals/corr/abs-2402-16020,
author = {Yu{-}Hsueh Fang and
He{-}Zhe Lin and
Jie{-}Jyun Liu and
Chih{-}Jen Lin},
title = {A Step-by-step Introduction to the Implementation of Automatic Differentiation},
journal = {CoRR},
volume = {abs/2402.16020},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16020},
doi = {10.48550/ARXIV.2402.16020},
eprinttype = {arXiv},
eprint = {2402.16020},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LinCLL23,
author = {Yu{-}Chen Lin and
Si{-}An Chen and
Jie{-}Jyun Liu and
Chih{-}Jen Lin},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Linear Classifier: An Often-Forgotten Baseline for Text Classification},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 2: Short Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {1876--1888},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-short.160},
doi = {10.18653/V1/2023.ACL-SHORT.160},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LinCLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LinL23,
author = {Yu{-}Jen Lin and
Chih{-}Jen Lin},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {On the Thresholding Strategy for Infrequent Labels in Multi-label
Classification},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {1441--1450},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614996},
doi = {10.1145/3583780.3614996},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LinL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Lin23,
author = {Chih{-}Jen Lin},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {On the "Rough Use" of Machine Learning Techniques},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {2},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591872},
doi = {10.1145/3539618.3591872},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/Lin23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-13998,
author = {Thanh{-}Tung Nguyen and
Viktor Schlegel and
Abhinav Ramesh Kashyap and
Stefan Winkler and
Shao{-}Syuan Huang and
Jie{-}Jyun Liu and
Chih{-}Jen Lin},
title = {Mimic-IV-ICD: {A} new benchmark for eXtreme MultiLabel Classification},
journal = {CoRR},
volume = {abs/2304.13998},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.13998},
doi = {10.48550/ARXIV.2304.13998},
eprinttype = {arXiv},
eprint = {2304.13998},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-13998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07111,
author = {Yu{-}Chen Lin and
Si{-}An Chen and
Jie{-}Jyun Liu and
Chih{-}Jen Lin},
title = {Linear Classifier: An Often-Forgotten Baseline for Text Classification},
journal = {CoRR},
volume = {abs/2306.07111},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07111},
doi = {10.48550/ARXIV.2306.07111},
eprinttype = {arXiv},
eprint = {2306.07111},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07111.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mpc/LeeWL22,
author = {Ching{-}Pei Lee and
Po{-}Wei Wang and
Chih{-}Jen Lin},
title = {Limited-memory common-directions method for large-scale optimization:
convergence, parallelization, and distributed optimization},
journal = {Math. Program. Comput.},
volume = {14},
number = {3},
pages = {543--591},
year = {2022},
url = {https://doi.org/10.1007/s12532-022-00219-z},
doi = {10.1007/S12532-022-00219-Z},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mpc/LeeWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/GalliL22,
author = {Leonardo Galli and
Chih{-}Jen Lin},
title = {A Study on Truncated Newton Methods for Linear Classification},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {7},
pages = {2828--2841},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2020.3045836},
doi = {10.1109/TNNLS.2020.3045836},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/GalliL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LinL0HWTL22,
author = {Li{-}Chung Lin and
Cheng{-}Hung Liu and
Chih{-}Ming Chen and
Kai{-}Chin Hsu and
I{-}Feng Wu and
Ming{-}Feng Tsai and
Chih{-}Jen Lin},
title = {On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating
Graph Representations},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {7479--7487},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i7.20712},
doi = {10.1609/AAAI.V36I7.20712},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LinL0HWTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuYYSYL22,
author = {Yaxu Liu and
Jui{-}Nan Yen and
Bo{-}Wen Yuan and
Rundong Shi and
Peng Yan and
Chih{-}Jen Lin},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Practical Counterfactual Policy Learning for Top-K Recommendations},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {1141--1151},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539295},
doi = {10.1145/3534678.3539295},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiuYYSYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ChenLYLL22,
author = {Si{-}An Chen and
Jie{-}Jyun Liu and
Tsung{-}Han Yang and
Hsuan{-}Tien Lin and
Chih{-}Jen Lin},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {Even the Simplest Baseline Needs Careful Re-investigation: {A} Case
Study on {XML-CNN}},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1987--2000},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.145},
doi = {10.18653/V1/2022.NAACL-MAIN.145},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/ChenLYLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GalvanLLS21,
author = {Giulio Galvan and
Matteo Lapucci and
Chih{-}Jen Lin and
Marco Sciandrone},
title = {A Two-Level Decomposition Framework Exploiting First and Second Order
Information for {SVM} Training Problems},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {23:1--23:38},
year = {2021},
url = {http://jmlr.org/papers/v22/19-632.html},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/GalvanLLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiuYCL20,
author = {Jie{-}Jyun Liu and
Tsung{-}Han Yang and
Si{-}An Chen and
Chih{-}Jen Lin},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Parameter Selection: Why We Should Pay More Attention to It},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 2: Short Papers),
Virtual Event, August 1-6, 2021},
pages = {825--830},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-short.104},
doi = {10.18653/V1/2021.ACL-SHORT.104},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiuYCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YenL21,
author = {Jui{-}Nan Yen and
Chih{-}Jen Lin},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Limited-memory Common-directions Method With Subsampled Newton Directions
for Large-scale Linear Classification},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1457--1462},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00188},
doi = {10.1109/ICDM51629.2021.00188},
timestamp = {Mon, 31 Jan 2022 08:58:55 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YenL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuanLQL21,
author = {Bo{-}Wen Yuan and
Yu{-}Sheng Li and
Pengrui Quan and
Chih{-}Jen Lin},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Efficient Optimization Methods for Extreme Similarity Learning with
Nonlinear Embeddings},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2093--2103},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467363},
doi = {10.1145/3447548.3467363},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuanLQL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05393,
author = {Jie{-}Jyun Liu and
Tsung{-}Han Yang and
Si{-}An Chen and
Chih{-}Jen Lin},
title = {Parameter Selection: Why We Should Pay More Attention to It},
journal = {CoRR},
volume = {abs/2107.05393},
year = {2021},
url = {https://arxiv.org/abs/2107.05393},
eprinttype = {arXiv},
eprint = {2107.05393},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04274,
author = {Li{-}Chung Lin and
Cheng{-}Hung Liu and
Chih{-}Ming Chen and
Kai{-}Chin Hsu and
I{-}Feng Wu and
Ming{-}Feng Tsai and
Chih{-}Jen Lin},
title = {On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating
Graph Representations},
journal = {CoRR},
volume = {abs/2112.04274},
year = {2021},
url = {https://arxiv.org/abs/2112.04274},
eprinttype = {arXiv},
eprint = {2112.04274},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/WangTL20,
author = {Chien{-}Chih Wang and
Kent Loong Tan and
Chih{-}Jen Lin},
title = {Newton Methods for Convolutional Neural Networks},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {11},
number = {2},
pages = {19:1--19:30},
year = {2020},
url = {https://doi.org/10.1145/3368271},
doi = {10.1145/3368271},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/WangTL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/XiongL20,
author = {Hui Xiong and
Chih{-}Jen Lin},
title = {Introduction to the Special Issue on the Best Papers from {KDD} 2018},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {14},
number = {5},
pages = {51e:1--51e:2},
year = {2020},
url = {https://doi.org/10.1145/3407901},
doi = {10.1145/3407901},
timestamp = {Sat, 18 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/XiongL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HsiaL20,
author = {Jui{-}Yang Hsia and
Chih{-}Jen Lin},
title = {Parameter Selection for Linear Support Vector Regression},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {12},
pages = {5639--5644},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2020.2967637},
doi = {10.1109/TNNLS.2020.2967637},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/HsiaL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mdm/ChangTYHLDHL20,
author = {Chih{-}Yao Chang and
Xing Tang and
Bo{-}Wen Yuan and
Jui{-}Yang Hsia and
Zhirong Liu and
Zhenhua Dong and
Xiuqiang He and
Chih{-}Jen Lin},
title = {AutoConjunction: Adaptive Model-based Feature Conjunction for {CTR}
Prediction},
booktitle = {21st {IEEE} International Conference on Mobile Data Management, {MDM}
2020, Versailles, France, June 30 - July 3, 2020},
pages = {202--209},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/MDM48529.2020.00043},
doi = {10.1109/MDM48529.2020.00043},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mdm/ChangTYHLDHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YuanLHDL20,
author = {Bo{-}Wen Yuan and
Yaxu Liu and
Jui{-}Yang Hsia and
Zhenhua Dong and
Chih{-}Jen Lin},
editor = {Rodrygo L. T. Santos and
Leandro Balby Marinho and
Elizabeth M. Daly and
Li Chen and
Kim Falk and
Noam Koenigstein and
Edleno Silva de Moura},
title = {Unbiased Ad Click Prediction for Position-aware Advertising Systems},
booktitle = {RecSys 2020: Fourteenth {ACM} Conference on Recommender Systems, Virtual
Event, Brazil, September 22-26, 2020},
pages = {368--377},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3383313.3412241},
doi = {10.1145/3383313.3412241},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YuanLHDL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChiuLL20,
author = {Chi{-}Cheng Chiu and
Pin{-}Yen Lin and
Chih{-}Jen Lin},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Two-variable Dual Coordinate Descent Methods for Linear {SVM} with/without
the Bias Term},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {163--171},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.19},
doi = {10.1137/1.9781611976236.19},
timestamp = {Mon, 20 Jul 2020 11:23:45 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChiuLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChouLL20,
author = {Hung{-}Yi Chou and
Pin{-}Yen Lin and
Chih{-}Jen Lin},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Dual Coordinate-Descent Methods for Linear One-Class {SVM} and {SVDD}},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {181--189},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.21},
doi = {10.1137/1.9781611976236.21},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChouLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13511,
author = {Bo{-}Wen Yuan and
Yu{-}Sheng Li and
Pengrui Quan and
Chih{-}Jen Lin},
title = {An Efficient Newton Method for Extreme Similarity Learning with Nonlinear
Embeddings},
journal = {CoRR},
volume = {abs/2010.13511},
year = {2020},
url = {https://arxiv.org/abs/2010.13511},
eprinttype = {arXiv},
eprint = {2010.13511},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-13511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangLL19,
author = {Po{-}Wei Wang and
Ching{-}Pei Lee and
Chih{-}Jen Lin},
title = {The Common-directions Method for Regularized Empirical Risk Minimization},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {58:1--58:49},
year = {2019},
url = {http://jmlr.org/papers/v20/16-309.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YuanHYZCDL19,
author = {Bo{-}Wen Yuan and
Jui{-}Yang Hsia and
Mengyuan Yang and
Hong Zhu and
Chih{-}Yao Chang and
Zhenhua Dong and
Chih{-}Jen Lin},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Improving Ad Click Prediction by Considering Non-displayed Events},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {329--338},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358058},
doi = {10.1145/3357384.3358058},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/YuanHYZCDL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/WangTCLKMSL18,
author = {Chien{-}Chih Wang and
Kent Loong Tan and
Chun{-}Ting Chen and
Yu{-}Hsiang Lin and
S. Sathiya Keerthi and
Dhruv Mahajan and
S. Sundararajan and
Chih{-}Jen Lin},
title = {Distributed Newton Methods for Deep Neural Networks},
journal = {Neural Comput.},
volume = {30},
number = {6},
year = {2018},
url = {https://doi.org/10.1162/neco\_a\_01088},
doi = {10.1162/NECO\_A\_01088},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/WangTCLKMSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ChinYYL18,
author = {Wei{-}Sheng Chin and
Bo{-}Wen Yuan and
Mengyuan Yang and
Chih{-}Jen Lin},
title = {An Efficient Alternating Newton Method for Learning Factorization
Machines},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {9},
number = {6},
pages = {72:1--72:31},
year = {2018},
url = {https://doi.org/10.1145/3230710},
doi = {10.1145/3230710},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/ChinYYL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HsiaCL18,
author = {Chih{-}Yang Hsia and
Wei{-}Lin Chiang and
Chih{-}Jen Lin},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Preconditioned Conjugate Gradient Methods in Truncated Newton Frameworks
for Large-scale Linear Classification},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {312--326},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/hsia18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:25 +0200},
biburl = {https://dblp.org/rec/conf/acml/HsiaCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhuangJYL18,
author = {Yong Zhuang and
Yu{-}Chin Juan and
Guo{-}Xun Yuan and
Chih{-}Jen Lin},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Naive Parallelization of Coordinate Descent Methods and an Application
on Multi-core L1-regularized Classification},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {1103--1112},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3271687},
doi = {10.1145/3269206.3271687},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhuangJYL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChiangLLL18,
author = {Wei{-}Lin Chiang and
Yu{-}Sheng Li and
Ching{-}Pei Lee and
Chih{-}Jen Lin},
editor = {Martin Ester and
Dino Pedreschi},
title = {Limited-memory Common-directions Method for Distributed Ll-regularized
Linear Classification},
booktitle = {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}},
pages = {504--512},
publisher = {{SIAM}},
year = {2018},
url = {https://doi.org/10.1137/1.9781611975321.57},
doi = {10.1137/1.9781611975321.57},
timestamp = {Thu, 06 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChiangLLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-00130,
author = {Chien{-}Chih Wang and
Kent Loong Tan and
Chun{-}Ting Chen and
Yu{-}Hsiang Lin and
S. Sathiya Keerthi and
Dhruv Mahajan and
S. Sundararajan and
Chih{-}Jen Lin},
title = {Distributed Newton Methods for Deep Neural Networks},
journal = {CoRR},
volume = {abs/1802.00130},
year = {2018},
url = {http://arxiv.org/abs/1802.00130},
eprinttype = {arXiv},
eprint = {1802.00130},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-00130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06100,
author = {Chien{-}Chih Wang and
Kent Loong Tan and
Chih{-}Jen Lin},
title = {Newton Methods for Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1811.06100},
year = {2018},
url = {http://arxiv.org/abs/1811.06100},
eprinttype = {arXiv},
eprint = {1811.06100},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuHDL17,
author = {Hsiang{-}Fu Yu and
Hsin{-}Yuan Huang and
Inderjit S. Dhillon and
Chih{-}Jen Lin},
editor = {Satinder Singh and
Shaul Markovitch},
title = {A Unified Algorithm for One-Cass Structured Matrix Factorization with
Side Information},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2845--2851},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10863},
doi = {10.1609/AAAI.V31I1.10863},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuHDL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HsiaZL17,
author = {Chih{-}Yang Hsia and
Ya Zhu and
Chih{-}Jen Lin},
editor = {Min{-}Ling Zhang and
Yung{-}Kyun Noh},
title = {A Study on Trust Region Update Rules in Newton Methods for Large-scale
Linear Classification},
booktitle = {Proceedings of The 9th Asian Conference on Machine Learning, {ACML}
2017, Seoul, Korea, November 15-17, 2017},
series = {Proceedings of Machine Learning Research},
volume = {77},
pages = {33--48},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v77/hsia17a.html},
timestamp = {Wed, 03 Apr 2019 18:17:25 +0200},
biburl = {https://dblp.org/rec/conf/acml/HsiaZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YuBL17,
author = {Hsiang{-}Fu Yu and
Mikhail Bilenko and
Chih{-}Jen Lin},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Selection of Negative Samples for One-class Matrix Factorization},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {363--371},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.41},
doi = {10.1137/1.9781611974973.41},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YuBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeeWCL17,
author = {Ching{-}Pei Lee and
Po{-}Wei Wang and
Weizhu Chen and
Chih{-}Jen Lin},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Limited-memory Common-directions Method for Distributed Optimization
and its Application on Empirical Risk Minimization},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {732--740},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.82},
doi = {10.1137/1.9781611974973.82},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LeeWCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChinYYZJL16,
author = {Wei{-}Sheng Chin and
Bo{-}Wen Yuan and
Mengyuan Yang and
Yong Zhuang and
Yu{-}Chin Juan and
Chih{-}Jen Lin},
title = {{LIBMF:} {A} Library for Parallel Matrix Factorization in Shared-memory
Systems},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {86:1--86:5},
year = {2016},
url = {http://jmlr.org/papers/v17/15-471.html},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/ChinYYZJL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChiangLL16,
author = {Wei{-}Lin Chiang and
Mu{-}Chu Lee and
Chih{-}Jen Lin},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Parallel Dual Coordinate Descent Method for Large-scale Linear Classification
in Multi-core Environments},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1485--1494},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939826},
doi = {10.1145/2939672.2939826},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChiangLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JuanZCL16,
author = {Yu{-}Chin Juan and
Yong Zhuang and
Wei{-}Sheng Chin and
Chih{-}Jen Lin},
editor = {Shilad Sen and
Werner Geyer and
Jill Freyne and
Pablo Castells},
title = {Field-aware Factorization Machines for {CTR} Prediction},
booktitle = {Proceedings of the 10th {ACM} Conference on Recommender Systems, Boston,
MA, USA, September 15-19, 2016},
pages = {43--50},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2959100.2959134},
doi = {10.1145/2959100.2959134},
timestamp = {Tue, 06 Nov 2018 11:07:03 +0100},
biburl = {https://dblp.org/rec/conf/recsys/JuanZCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HuangL16,
author = {Hsin{-}Yuan Huang and
Chih{-}Jen Lin},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {Linear and Kernel Classification: When to Use Which?},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {216--224},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.25},
doi = {10.1137/1.9781611974348.25},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HuangL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LiSLTCHKLLLYCCJ15,
author = {Chun{-}Liang Li and
Yu{-}Chuan Su and
Ting{-}Wei Lin and
Cheng{-}Hao Tsai and
Wei{-}Cheng Chang and
Kuan{-}Hao Huang and
Tzu{-}Ming Kuo and
Shan{-}Wei Lin and
Young{-}San Lin and
Yu{-}Chen Lu and
Chun{-}Pai Yang and
Cheng{-}Xia Chang and
Wei{-}Sheng Chin and
Yu{-}Chin Juan and
Hsiao{-}Yu Tung and
Jui{-}Pin Wang and
Cheng{-}Kuang Wei and
Felix Wu and
Tu{-}Chun Yin and
Tong Yu and
Yong Zhuang and
Shou{-}De Lin and
Hsuan{-}Tien Lin and
Chih{-}Jen Lin},
title = {Combination of feature engineering and ranking models for paper-author
identification in {KDD} cup 2013},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {2921--2947},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2912094},
doi = {10.5555/2789272.2912094},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LiSLTCHKLLLYCCJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/WangHL15,
author = {Chien{-}Chih Wang and
Chun{-}Heng Huang and
Chih{-}Jen Lin},
title = {Subsampled Hessian Newton Methods for Supervised Learning},
journal = {Neural Comput.},
volume = {27},
number = {8},
pages = {1766--1795},
year = {2015},
url = {https://doi.org/10.1162/NECO\_a\_00751},
doi = {10.1162/NECO\_A\_00751},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/WangHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ChinZJL15,
author = {Wei{-}Sheng Chin and
Yong Zhuang and
Yu{-}Chin Juan and
Chih{-}Jen Lin},
title = {A Fast Parallel Stochastic Gradient Method for Matrix Factorization
in Shared Memory Systems},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {6},
number = {1},
pages = {2:1--2:24},
year = {2015},
url = {https://doi.org/10.1145/2668133},
doi = {10.1145/2668133},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/ChinZJL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeeCL15,
author = {Mu{-}Chu Lee and
Wei{-}Lin Chiang and
Chih{-}Jen Lin},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Fast Matrix-Vector Multiplications for Large-Scale Logistic Regression
on Shared-Memory Systems},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {835--840},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.75},
doi = {10.1109/ICDM.2015.75},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LeeCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChuHTLL15,
author = {Bo{-}Yu Chu and
Chia{-}Hua Ho and
Cheng{-}Hao Tsai and
Chieh{-}Yen Lin and
Chih{-}Jen Lin},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Warm Start for Parameter Selection of Linear Classifiers},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {149--158},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783332},
doi = {10.1145/2783258.2783332},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChuHTLL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ChinZJL15,
author = {Wei{-}Sheng Chin and
Yong Zhuang and
Yu{-}Chin Juan and
Chih{-}Jen Lin},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {A Learning-Rate Schedule for Stochastic Gradient Methods to Matrix
Factorization},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9077},
pages = {442--455},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18038-0\_35},
doi = {10.1007/978-3-319-18038-0\_35},
timestamp = {Tue, 24 Aug 2021 17:53:57 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ChinZJL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhuangCJL15,
author = {Yong Zhuang and
Wei{-}Sheng Chin and
Yu{-}Chin Juan and
Chih{-}Jen Lin},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Distributed Newton Methods for Regularized Logistic Regression},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9078},
pages = {690--703},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18032-8\_54},
doi = {10.1007/978-3-319-18032-8\_54},
timestamp = {Tue, 24 Aug 2021 17:53:56 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhuangCJL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangL14,
author = {Po{-}Wei Wang and
Chih{-}Jen Lin},
title = {Iteration complexity of feasible descent methods for convex optimization},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {1523--1548},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2638584},
doi = {10.5555/2627435.2638584},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChinZJWTYWCYCHKLLLSWYLLTLLL14,
author = {Wei{-}Sheng Chin and
Yong Zhuang and
Yu{-}Chin Juan and
Felix Wu and
Hsiao{-}Yu Tung and
Tong Yu and
Jui{-}Pin Wang and
Cheng{-}Xia Chang and
Chun{-}Pai Yang and
Wei{-}Cheng Chang and
Kuan{-}Hao Huang and
Tzu{-}Ming Kuo and
Shan{-}Wei Lin and
Young{-}San Lin and
Yu{-}Chen Lu and
Yu{-}Chuan Su and
Cheng{-}Kuang Wei and
Tu{-}Chun Yin and
Chun{-}Liang Li and
Ting{-}Wei Lin and
Cheng{-}Hao Tsai and
Shou{-}De Lin and
Hsuan{-}Tien Lin and
Chih{-}Jen Lin},
title = {Effective string processing and matching for author disambiguation},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {3037--3064},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2697062},
doi = {10.5555/2627435.2697062},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChinZJWTYWCYCHKLLLSWYLLTLLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LeeL14,
author = {Ching{-}Pei Lee and
Chih{-}Jen Lin},
title = {Large-Scale Linear RankSVM},
journal = {Neural Comput.},
volume = {26},
number = {4},
pages = {781--817},
year = {2014},
url = {https://doi.org/10.1162/NECO\_a\_00571},
doi = {10.1162/NECO\_A\_00571},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/LeeL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/YuYWLC14,
author = {Meng{-}Chieh Yu and
Tong Yu and
Shao{-}Chen Wang and
Chih{-}Jen Lin and
Edward Y. Chang},
title = {Big Data Small Footprint: The Design of {A} Low-Power Classifier for
Detecting Transportation Modes},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {13},
pages = {1429--1440},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p1429-yu.pdf},
doi = {10.14778/2733004.2733015},
timestamp = {Sun, 24 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/YuYWLC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LinTLL14,
author = {Chieh{-}Yen Lin and
Cheng{-}Hao Tsai and
Ching{-}Pei Lee and
Chih{-}Jen Lin},
editor = {Jimmy Lin and
Jian Pei and
Xiaohua Hu and
Wo Chang and
Raghunath Nambiar and
Charu C. Aggarwal and
Nick Cercone and
Vasant G. Honavar and
Jun Huan and
Bamshad Mobasher and
Saumyadipta Pyne},
title = {Large-scale logistic regression and linear support vector machines
using spark},
booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
Washington, DC, USA, October 27-30, 2014},
pages = {519--528},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.2014.7004269},
doi = {10.1109/BIGDATA.2014.7004269},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LinTLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TsaiLL14,
author = {Cheng{-}Hao Tsai and
Chieh{-}Yen Lin and
Chih{-}Jen Lin},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Incremental and decremental training for linear classification},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {343--352},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623661},
doi = {10.1145/2623330.2623661},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TsaiLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KuoLL14,
author = {Tzu{-}Ming Kuo and
Ching{-}Pei Lee and
Chih{-}Jen Lin},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Large-scale Kernel RankSVM},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {812--820},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.93},
doi = {10.1137/1.9781611973440.93},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KuoLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal14/WangL14,
author = {Po{-}Wei Wang and
Chih{-}Jen Lin},
editor = {Charu C. Aggarwal},
title = {Support Vector Machines},
booktitle = {Data Classification: Algorithms and Applications},
pages = {187--204},
publisher = {{CRC} Press},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17320-8},
doi = {10.1201/B17320-8},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/books/crc/aggarwal14/WangL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LeeL13,
author = {Ching{-}Pei Lee and
Chih{-}Jen Lin},
title = {A Study on L2-Loss (Squared Hinge-Loss) Multiclass {SVM}},
journal = {Neural Comput.},
volume = {25},
number = {5},
pages = {1302--1323},
year = {2013},
url = {https://doi.org/10.1162/NECO\_a\_00434},
doi = {10.1162/NECO\_A\_00434},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/LeeL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KhoslaHLS13,
author = {Aditya Khosla and
Raffay Hamid and
Chih{-}Jen Lin and
Neel Sundaresan},
title = {Large-Scale Video Summarization Using Web-Image Priors},
booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition,
Portland, OR, USA, June 23-28, 2013},
pages = {2698--2705},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CVPR.2013.348},
doi = {10.1109/CVPR.2013.348},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KhoslaHLS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HamidDL13,
author = {Raffay Hamid and
Dennis DeCoste and
Chih{-}Jen Lin},
title = {Dense Non-rigid Point-Matching Using Random Projections},
booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition,
Portland, OR, USA, June 23-28, 2013},
pages = {2914--2921},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CVPR.2013.375},
doi = {10.1109/CVPR.2013.375},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HamidDL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiSLTCHKLLLYCCJ13,
author = {Chun{-}Liang Li and
Yu{-}Chuan Su and
Ting{-}Wei Lin and
Cheng{-}Hao Tsai and
Wei{-}Cheng Chang and
Kuan{-}Hao Huang and
Tzu{-}Ming Kuo and
Shan{-}Wei Lin and
Young{-}San Lin and
Yu{-}Chen Lu and
Chun{-}Pai Yang and
Cheng{-}Xia Chang and
Wei{-}Sheng Chin and
Yu{-}Chin Juan and
Hsiao{-}Yu Tung and
Jui{-}Pin Wang and
Cheng{-}Kuang Wei and
Felix Wu and
Tu{-}Chun Yin and
Tong Yu and
Yong Zhuang and
Shou{-}de Lin and
Hsuan{-}Tien Lin and
Chih{-}Jen Lin},
title = {Combination of feature engineering and ranking models for paper-author
identification in {KDD} Cup 2013},
booktitle = {Proceedings of the 2013 {KDD} Cup 2013 Workshop, {KDD} Cup 2013, Chicago,
Illinois, USA, August 11-14, 2013},
pages = {2:1--2:7},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2517288.2517290},
doi = {10.1145/2517288.2517290},
timestamp = {Sun, 24 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiSLTCHKLLLYCCJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChinJZWTYWCYCHK13,
author = {Wei{-}Sheng Chin and
Yu{-}Chin Juan and
Yong Zhuang and
Felix Wu and
Hsiao{-}Yu Tung and
Tong Yu and
Jui{-}Pin Wang and
Cheng{-}Xia Chang and
Chun{-}Pai Yang and
Wei{-}Cheng Chang and
Kuan{-}Hao Huang and
Tzu{-}Ming Kuo and
Shan{-}Wei Lin and
Young{-}San Lin and
Yu{-}Chen Lu and
Yu{-}Chuan Su and
Cheng{-}Kuang Wei and
Tu{-}Chun Yin and
Chun{-}Liang Li and
Ting{-}Wei Lin and
Cheng{-}Hao Tsai and
Shou{-}De Lin and
Hsuan{-}Tien Lin and
Chih{-}Jen Lin},
title = {Effective string processing and matching for author disambiguation},
booktitle = {Proceedings of the 2013 {KDD} Cup 2013 Workshop, {KDD} Cup 2013, Chicago,
Illinois, USA, August 11-14, 2013},
pages = {7:1--7:9},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2517288.2517295},
doi = {10.1145/2517288.2517295},
timestamp = {Sun, 24 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChinJZWTYWCYCHK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhuangCJL13,
author = {Yong Zhuang and
Wei{-}Sheng Chin and
Yu{-}Chin Juan and
Chih{-}Jen Lin},
editor = {Qiang Yang and
Irwin King and
Qing Li and
Pearl Pu and
George Karypis},
title = {A fast parallel {SGD} for matrix factorization in shared memory systems},
booktitle = {Seventh {ACM} Conference on Recommender Systems, RecSys '13, Hong
Kong, China, October 12-16, 2013},
pages = {249--256},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2507157.2507164},
doi = {10.1145/2507157.2507164},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhuangCJL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuanHL12,
author = {Guo{-}Xun Yuan and
Chia{-}Hua Ho and
Chih{-}Jen Lin},
title = {An Improved {GLMNET} for L1-regularized Logistic Regression},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1999--2030},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343708},
doi = {10.5555/2503308.2343708},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuanHL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HoL12,
author = {Chia{-}Hua Ho and
Chih{-}Jen Lin},
title = {Large-scale linear support vector regression},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3323--3348},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503348},
doi = {10.5555/2503308.2503348},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HoL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/YuanHL12,
author = {Guo{-}Xun Yuan and
Chia{-}Hua Ho and
Chih{-}Jen Lin},
title = {Recent Advances of Large-Scale Linear Classification},
journal = {Proc. {IEEE}},
volume = {100},
number = {9},
pages = {2584--2603},
year = {2012},
url = {https://doi.org/10.1109/JPROC.2012.2188013},
doi = {10.1109/JPROC.2012.2188013},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/YuanHL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuHCL12,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
title = {Large Linear Classification When Data Cannot Fit in Memory},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {5},
number = {4},
pages = {23:1--23:23},
year = {2012},
url = {https://doi.org/10.1145/2086737.2086743},
doi = {10.1145/2086737.2086743},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/YuHCL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Lin12,
author = {Chih{-}Jen Lin},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Experiences and lessons in developing industry-strength machine learning
and data mining software},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {1176},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339714},
doi = {10.1145/2339530.2339714},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Lin12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ChenTCCLTWCLLYCLWPSWKMCFNLLL12,
author = {Po{-}Lung Chen and
Chen{-}Tse Tsai and
Yao{-}Nan Chen and
Ku{-}Chun Chou and
Chun{-}Liang Li and
Cheng{-}Hao Tsai and
Kuan{-}Wei Wu and
Yu{-}Cheng Chou and
Chung{-}Yi Li and
Wei{-}Shih Lin and
Shu{-}Hao Yu and
Rong{-}Bing Chiu and
Chieh{-}Yen Lin and
Chien{-}Chih Wang and
Po{-}Wei Wang and
Wei{-}Lun Su and
Chen{-}Hung Wu and
Tsung{-}Ting Kuo and
Todd G. McKenzie and
Ya{-}Hsuan Chang and
Chun{-}Sung Ferng and
Chia{-}Mau Ni and
Hsuan{-}Tien Lin and
Chih{-}Jen Lin and
Shou{-}De Lin},
editor = {Gideon Dror and
Yehuda Koren and
Markus Weimer},
title = {A Linear Ensemble of Individual and Blended Models for Music Rating
Prediction},
booktitle = {Proceedings of {KDD} Cup 2011 competition, San Diego, CA, USA, 2011},
series = {{JMLR} Proceedings},
volume = {18},
pages = {21--60},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v18/chen12a.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChenTCCLTWCLLYCLWPSWKMCFNLLL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/McKenzieFCLTWCLLYLWNSKTCCCCWWLLL12,
author = {Todd G. McKenzie and
Chun{-}Sung Ferng and
Yao{-}Nan Chen and
Chun{-}Liang Li and
Cheng{-}Hao Tsai and
Kuan{-}Wei Wu and
Ya{-}Hsuan Chang and
Chung{-}Yi Li and
Wei{-}Shih Lin and
Shu{-}Hao Yu and
Chieh{-}Yen Lin and
Po{-}Wei Wang and
Chia{-}Mau Ni and
Wei{-}Lun Su and
Tsung{-}Ting Kuo and
Chen{-}Tse Tsai and
Po{-}Lung Chen and
Rong{-}Bing Chiu and
Ku{-}Chun Chou and
Yu{-}Cheng Chou and
Chien{-}Chih Wang and
Chen{-}Hung Wu and
Hsuan{-}Tien Lin and
Chih{-}Jen Lin and
Shou{-}De Lin},
editor = {Gideon Dror and
Yehuda Koren and
Markus Weimer},
title = {Novel Models and Ensemble Techniques to Discriminate Favorite Items
from Unrated Ones for Personalized Music Recommendation},
booktitle = {Proceedings of {KDD} Cup 2011 competition, San Diego, CA, USA, 2011},
series = {{JMLR} Proceedings},
volume = {18},
pages = {101--135},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v18/mckenzie12a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/McKenzieFCLTWCLLYLWNSKTCCCCWWLLL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WengL11,
author = {Ruby C. Weng and
Chih{-}Jen Lin},
title = {A Bayesian Approximation Method for Online Ranking},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {267--300},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.1953057},
doi = {10.5555/1953048.1953057},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WengL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/YuHL11,
author = {Hsiang{-}Fu Yu and
Fang{-}Lan Huang and
Chih{-}Jen Lin},
title = {Dual coordinate descent methods for logistic regression and maximum
entropy models},
journal = {Mach. Learn.},
volume = {85},
number = {1-2},
pages = {41--75},
year = {2011},
url = {https://doi.org/10.1007/s10994-010-5221-8},
doi = {10.1007/S10994-010-5221-8},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/YuHL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ChenSBLC11,
author = {Wen{-}Yen Chen and
Yangqiu Song and
Hongjie Bai and
Chih{-}Jen Lin and
Edward Y. Chang},
title = {Parallel Spectral Clustering in Distributed Systems},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {33},
number = {3},
pages = {568--586},
year = {2011},
url = {https://doi.org/10.1109/TPAMI.2010.88},
doi = {10.1109/TPAMI.2010.88},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ChenSBLC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ChangL11,
author = {Chih{-}Chung Chang and
Chih{-}Jen Lin},
title = {{LIBSVM:} {A} library for support vector machines},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {2},
number = {3},
pages = {27:1--27:27},
year = {2011},
url = {https://doi.org/10.1145/1961189.1961199},
doi = {10.1145/1961189.1961199},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/ChangL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YuHCL11,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
editor = {Toby Walsh},
title = {Large Linear Classification When Data Cannot Fit in Memory},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {2777--2782},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-462},
doi = {10.5591/978-1-57735-516-8/IJCAI11-462},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YuHCL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuanHL11,
author = {Guo{-}Xun Yuan and
Chia{-}Hua Ho and
Chih{-}Jen Lin},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {An improved {GLMNET} for l1-regularized logistic regression},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {33--41},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020421},
doi = {10.1145/2020408.2020421},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuanHL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangHCL10,
author = {Fang{-}Lan Huang and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
title = {Iterative Scaling and Coordinate Descent Methods for Maximum Entropy
Models},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {815--848},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756033},
doi = {10.5555/1756006.1756033},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangHCL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChangHCRL10,
author = {Yin{-}Wen Chang and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Michael Ringgaard and
Chih{-}Jen Lin},
title = {Training and Testing Low-degree Polynomial Data Mappings via Linear
{SVM}},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1471--1490},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859899},
doi = {10.5555/1756006.1859899},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChangHCRL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuanCHL10,
author = {Guo{-}Xun Yuan and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Chih{-}Jen Lin},
title = {A Comparison of Optimization Methods and Software for Large-scale
L1-regularized Linear Classification},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {3183--3234},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953034},
doi = {10.5555/1756006.1953034},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuanCHL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/KuoYLL10,
author = {Tsung{-}Ting Kuo and
Jung{-}Jung Yeh and
Chih{-}Jen Lin and
Shou{-}De Lin},
editor = {Nasrullah Memon and
Reda Alhajj},
title = {Designing, Analyzing and Exploiting Stake-Based Social Networks},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2010, Odense, Denmark, August 9-11, 2010},
pages = {402--403},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ASONAM.2010.14},
doi = {10.1109/ASONAM.2010.14},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/KuoYLL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TsaiHL10,
author = {Ming{-}Hen Tsai and
Chia{-}Hua Ho and
Chih{-}Jen Lin},
title = {Active learning strategies using SVMs},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596668},
doi = {10.1109/IJCNN.2010.5596668},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/TsaiHL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuHCL10,
author = {Hsiang{-}Fu Yu and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Large linear classification when data cannot fit in memory},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {833--842},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835910},
doi = {10.1145/1835804.1835910},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuHCL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuangHCL09,
author = {Fang{-}Lan Huang and
Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin},
title = {Iterative Scaling and Coordinate Descent Methods for Maximum Entropy},
booktitle = {{ACL} 2009, Proceedings of the 47th Annual Meeting of the Association
for Computational Linguistics and the 4th International Joint Conference
on Natural Language Processing of the AFNLP, 2-7 August 2009, Singapore,
Short Papers},
pages = {285--288},
publisher = {The Association for Computer Linguistics},
year = {2009},
url = {https://aclanthology.org/P09-2072/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HuangHCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LoCCCFHKKLLWYLLL09,
author = {Hung{-}Yi Lo and
Kai{-}Wei Chang and
Shang{-}Tse Chen and
Tsung{-}Hsien Chiang and
Chun{-}Sung Ferng and
Cho{-}Jui Hsieh and
Yi{-}Kuang Ko and
Tsung{-}Ting Kuo and
Hung{-}Che Lai and
Ken{-}Yi Lin and
Chia{-}Hsuan Wang and
Hsiang{-}Fu Yu and
Chih{-}Jen Lin and
Hsuan{-}Tien Lin and
Shou{-}De Lin},
editor = {Gideon Dror and
Marc Boull{\'{e}} and
Isabelle Guyon and
Vincent Lemaire and
David Vogel},
title = {An Ensemble of Three Classifiers for {KDD} Cup 2009: Expanded Linear
Model, Heterogeneous Boosting, and Selective Naive Bayes},
booktitle = {Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009},
series = {{JMLR} Proceedings},
volume = {7},
pages = {57--64},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v7/lo09.html},
timestamp = {Wed, 02 Sep 2020 16:33:16 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LoCCCFHKKLLWYLLL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/LiuCLCLSL08,
author = {Hsi{-}Che Liu and
Chien{-}Yu Chen and
Yu{-}Ting Liu and
Cheng{-}Bang Chu and
Der{-}Cherng Liang and
Lee{-}Yung Shih and
Chih{-}Jen Lin},
title = {Cross-generation and cross-laboratory predictions of Affymetrix microarrays
by rank-based methods},
journal = {J. Biomed. Informatics},
volume = {41},
number = {4},
pages = {570--579},
year = {2008},
url = {https://doi.org/10.1016/j.jbi.2007.11.005},
doi = {10.1016/J.JBI.2007.11.005},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/LiuCLCLSL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LinWK08,
author = {Chih{-}Jen Lin and
Ruby C. Weng and
S. Sathiya Keerthi},
title = {Trust Region Newton Method for Logistic Regression},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {627--650},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1390703},
doi = {10.5555/1390681.1390703},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LinWK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChangHL08,
author = {Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Chih{-}Jen Lin},
title = {Coordinate Descent Method for Large-scale L2-loss Linear Support Vector
Machines},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1369--1398},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1442778},
doi = {10.5555/1390681.1442778},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChangHL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FanCHWL08,
author = {Rong{-}En Fan and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Xiang{-}Rui Wang and
Chih{-}Jen Lin},
title = {{LIBLINEAR:} {A} Library for Large Linear Classification},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1871--1874},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1442794},
doi = {10.5555/1390681.1442794},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FanCHWL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HsiehCLKS08,
author = {Cho{-}Jui Hsieh and
Kai{-}Wei Chang and
Chih{-}Jen Lin and
S. Sathiya Keerthi and
S. Sundararajan},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {A dual coordinate descent method for large-scale linear {SVM}},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {408--415},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390208},
doi = {10.1145/1390156.1390208},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HsiehCLKS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KeerthiSCHL08,
author = {S. Sathiya Keerthi and
S. Sundararajan and
Kai{-}Wei Chang and
Cho{-}Jui Hsieh and
Chih{-}Jen Lin},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {A sequential dual method for large scale multi-class linear svms},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {408--416},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401942},
doi = {10.1145/1401890.1401942},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KeerthiSCHL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SongCBLC08,
author = {Yangqiu Song and
WenYen Chen and
Hongjie Bai and
Chih{-}Jen Lin and
Edward Y. Chang},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Parallel Spectral Clustering},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5212},
pages = {374--389},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87481-2\_25},
doi = {10.1007/978-3-540-87481-2\_25},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SongCBLC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ChangL08,
author = {Yin{-}Wen Chang and
Chih{-}Jen Lin},
editor = {Isabelle Guyon and
Constantin F. Aliferis and
Gregory F. Cooper and
Andr{\'{e}} Elisseeff and
Jean{-}Philippe Pellet and
Peter Spirtes and
Alexander R. Statnikov},
title = {Feature Ranking Using Linear {SVM}},
booktitle = {Causation and Prediction Challenge at {WCCI} 2008, Hong Kong, June
1-6, 2008},
series = {{JMLR} Proceedings},
volume = {3},
pages = {53--64},
publisher = {JMLR.org},
year = {2008},
url = {http://proceedings.mlr.press/v3/chang08a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChangL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LinLW07,
author = {Hsuan{-}Tien Lin and
Chih{-}Jen Lin and
Ruby C. Weng},
title = {A note on Platt's probabilistic outputs for support vector machines},
journal = {Mach. Learn.},
volume = {68},
number = {3},
pages = {267--276},
year = {2007},
url = {https://doi.org/10.1007/s10994-007-5018-6},
doi = {10.1007/S10994-007-5018-6},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LinLW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Lin07,
author = {Chih{-}Jen Lin},
title = {Projected Gradient Methods for Nonnegative Matrix Factorization},
journal = {Neural Comput.},
volume = {19},
number = {10},
pages = {2756--2779},
year = {2007},
url = {https://doi.org/10.1162/neco.2007.19.10.2756},
doi = {10.1162/NECO.2007.19.10.2756},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Lin07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Lin07,
author = {Chih{-}Jen Lin},
title = {On the Convergence of Multiplicative Update Algorithms for Nonnegative
Matrix Factorization},
journal = {{IEEE} Trans. Neural Networks},
volume = {18},
number = {6},
pages = {1589--1596},
year = {2007},
url = {https://doi.org/10.1109/TNN.2007.895831},
doi = {10.1109/TNN.2007.895831},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Lin07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinWK07,
author = {Chih{-}Jen Lin and
Ruby C. Weng and
S. Sathiya Keerthi},
editor = {Zoubin Ghahramani},
title = {Trust region Newton methods for large-scale logistic regression},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {561--568},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273567},
doi = {10.1145/1273496.1273567},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LinWK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trecvid/WengCYFHCHL07,
author = {Ming{-}Fang Weng and
Chun{-}Kang Chen and
Yi{-}Hsuan Yang and
Rong{-}En Fan and
Yu{-}Ting Hsieh and
Yung{-}Yu Chuang and
Winston H. Hsu and
Chih{-}Jen Lin},
editor = {Paul Over and
George Awad and
Wessel Kraaij and
Alan F. Smeaton},
title = {The {NTU} Toolkit and Framework for High-Level Feature Detection at
{TRECVID} 2007},
booktitle = {{TRECVID} 2007 workshop participants notebook papers, Gaithersburg,
MD, USA, November 2007},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2007},
url = {http://www-nlpir.nist.gov/projects/tvpubs/tv7.papers/ntu.pdf},
timestamp = {Wed, 11 Mar 2020 17:00:44 +0100},
biburl = {https://dblp.org/rec/conf/trecvid/WengCYFHCHL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HuangWL06,
author = {Tzu{-}Kuo Huang and
Ruby C. Weng and
Chih{-}Jen Lin},
title = {Generalized Bradley-Terry Models and Multi-Class Probability Estimates},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {85--115},
year = {2006},
url = {http://jmlr.org/papers/v7/huang06a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HuangWL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChenFL06,
author = {Pai{-}Hsuen Chen and
Rong{-}En Fan and
Chih{-}Jen Lin},
title = {A study on SMO-type decomposition methods for support vector machines},
journal = {{IEEE} Trans. Neural Networks},
volume = {17},
number = {4},
pages = {893--908},
year = {2006},
url = {https://doi.org/10.1109/TNN.2006.875973},
doi = {10.1109/TNN.2006.875973},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ChenFL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangLW06,
author = {Tzu{-}Kuo Huang and
Chih{-}Jen Lin and
Ruby C. Weng},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Ranking individuals by group comparisons},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {425--432},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143898},
doi = {10.1145/1143844.1143898},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangLW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/ChenL06,
author = {Yi{-}Wei Chen and
Chih{-}Jen Lin},
editor = {Isabelle Guyon and
Masoud Nikravesh and
Steve R. Gunn and
Lotfi A. Zadeh},
title = {Combining SVMs with Various Feature Selection Strategies},
booktitle = {Feature Extraction - Foundations and Applications},
series = {Studies in Fuzziness and Soft Computing},
volume = {207},
pages = {315--324},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-35488-8\_13},
doi = {10.1007/978-3-540-35488-8\_13},
timestamp = {Fri, 26 Jul 2019 12:50:23 +0200},
biburl = {https://dblp.org/rec/books/sp/06/ChenL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/FanCL05,
author = {Rong{-}En Fan and
Pai{-}Hsuen Chen and
Chih{-}Jen Lin},
title = {Working Set Selection Using Second Order Information for Training
Support Vector Machines},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1889--1918},
year = {2005},
url = {http://jmlr.org/papers/v6/fan05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FanCL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ChangL05,
author = {Ming{-}Wei Chang and
Chih{-}Jen Lin},
title = {Leave-One-Out Bounds for Support Vector Regression Model Selection},
journal = {Neural Comput.},
volume = {17},
number = {5},
pages = {1188--1222},
year = {2005},
url = {https://doi.org/10.1162/0899766053491869},
doi = {10.1162/0899766053491869},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ChangL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/ChenFL05,
author = {Pai{-}Hsuen Chen and
Rong{-}En Fan and
Chih{-}Jen Lin},
editor = {Sanjay Jain and
Hans Ulrich Simon and
Etsuji Tomita},
title = {Training Support Vector Machines via SMO-Type Decomposition Methods},
booktitle = {Algorithmic Learning Theory, 16th International Conference, {ALT}
2005, Singapore, October 8-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3734},
pages = {45--62},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564089\_6},
doi = {10.1007/11564089\_6},
timestamp = {Fri, 08 Sep 2023 21:18:15 +0200},
biburl = {https://dblp.org/rec/conf/alt/ChenFL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/ChenFL05,
author = {Pai{-}Hsuen Chen and
Rong{-}En Fan and
Chih{-}Jen Lin},
editor = {Achim G. Hoffmann and
Hiroshi Motoda and
Tobias Scheffer},
title = {Training Support Vector Machines via SMO-Type Decomposition Methods},
booktitle = {Discovery Science, 8th International Conference, {DS} 2005, Singapore,
October 8-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3735},
pages = {15},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11563983\_3},
doi = {10.1007/11563983\_3},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/ChenFL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WuLW04,
author = {Ting{-}Fan Wu and
Chih{-}Jen Lin and
Ruby C. Weng},
title = {Probability Estimates for Multi-class Classification by Pairwise Coupling},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {975--1005},
year = {2004},
url = {http://jmlr.org/papers/volume5/wu04a/wu04a.pdf},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WuLW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/KaoCSL04,
author = {Wei{-}Chun Kao and
Kai{-}Min Chung and
Chia{-}Liang Sun and
Chih{-}Jen Lin},
title = {Decomposition Methods for Linear Support Vector Machines},
journal = {Neural Comput.},
volume = {16},
number = {8},
pages = {1689--1704},
year = {2004},
url = {https://doi.org/10.1162/089976604774201640},
doi = {10.1162/089976604774201640},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/KaoCSL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChangLW04,
author = {Ming{-}Wei Chang and
Chih{-}Jen Lin and
Ruby Chiu{-}Hsing Weng},
title = {Analysis of switching dynamics with competing support vector machines},
journal = {{IEEE} Trans. Neural Networks},
volume = {15},
number = {3},
pages = {720--727},
year = {2004},
url = {https://doi.org/10.1109/TNN.2004.824270},
doi = {10.1109/TNN.2004.824270},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ChangLW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangLW04,
author = {Tzu{-}Kuo Huang and
Chih{-}Jen Lin and
Ruby C. Weng},
title = {A Generalized Bradley-Terry Model: From Group Competition to Individual
Skill},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {601--608},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/825f9cd5f0390bc77c1fed3c94885c87-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuangLW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CampbellLKA03,
author = {Colin Campbell and
Chih{-}Jen Lin and
S. Sathiya Keerthi and
V. David S{\'{a}}nchez A.},
title = {Special issue on support vector machines},
journal = {Neurocomputing},
volume = {55},
number = {1-2},
pages = {1--3},
year = {2003},
url = {https://doi.org/10.1016/S0925-2312(03)00428-4},
doi = {10.1016/S0925-2312(03)00428-4},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CampbellLKA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/KeerthiL03,
author = {S. Sathiya Keerthi and
Chih{-}Jen Lin},
title = {Asymptotic Behaviors of Support Vector Machines with Gaussian Kernel},
journal = {Neural Comput.},
volume = {15},
number = {7},
pages = {1667--1689},
year = {2003},
url = {https://doi.org/10.1162/089976603321891855},
doi = {10.1162/089976603321891855},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/KeerthiL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ChungKSWL03,
author = {Kai{-}Min Chung and
Wei{-}Chun Kao and
Chia{-}Liang Sun and
Li{-}Lun Wang and
Chih{-}Jen Lin},
title = {Radius Margin Bounds for Support Vector Machines with the {RBF} Kernel},
journal = {Neural Comput.},
volume = {15},
number = {11},
pages = {2643--2681},
year = {2003},
url = {https://doi.org/10.1162/089976603322385108},
doi = {10.1162/089976603322385108},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ChungKSWL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LinL03,
author = {Kuan{-}Ming Lin and
Chih{-}Jen Lin},
title = {A study on reduced support vector machines},
journal = {{IEEE} Trans. Neural Networks},
volume = {14},
number = {6},
pages = {1449--1459},
year = {2003},
url = {https://doi.org/10.1109/TNN.2003.820828},
doi = {10.1109/TNN.2003.820828},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LinL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChungKSL03,
author = {Kai{-}Min Chung and
Wei{-}Chun Kao and
Tony Sun and
Chih{-}Jen Lin},
title = {Decomposition methods for linear support vector machines},
booktitle = {2003 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '03, Hong Kong, April 6-10, 2003},
pages = {868--871},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICASSP.2003.1202781},
doi = {10.1109/ICASSP.2003.1202781},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChungKSL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuLW03,
author = {Ting{-}Fan Wu and
Chih{-}Jen Lin and
Ruby C. Weng},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Probability Estimates for Multi-Class Classification by Pairwise Coupling},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {529--536},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/03e7ef47cee6fa4ae7567394b99912b7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuLW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HsuL02,
author = {Chih{-}Wei Hsu and
Chih{-}Jen Lin},
title = {A Simple Decomposition Method for Support Vector Machines},
journal = {Mach. Learn.},
volume = {46},
number = {1-3},
pages = {291--314},
year = {2002},
url = {https://doi.org/10.1023/A:1012427100071},
doi = {10.1023/A:1012427100071},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HsuL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/LiaoLL02,
author = {Shuo{-}Peng Liao and
Hsuan{-}Tien Lin and
Chih{-}Jen Lin},
title = {A Note on the Decomposition Methods for Support Vector Regression},
journal = {Neural Comput.},
volume = {14},
number = {6},
pages = {1267--1281},
year = {2002},
url = {https://doi.org/10.1162/089976602753712936},
doi = {10.1162/089976602753712936},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/LiaoLL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ChangL02,
author = {Chih{-}Chung Chang and
Chih{-}Jen Lin},
title = {Training \emph{v} -Support Vector Regression: Theory and Algorithms},
journal = {Neural Comput.},
volume = {14},
number = {8},
pages = {1959--1977},
year = {2002},
url = {https://doi.org/10.1162/089976602760128081},
doi = {10.1162/089976602760128081},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ChangL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Lin02,
author = {Chih{-}Jen Lin},
title = {Asymptotic convergence of an {SMO} algorithm without any assumptions},
journal = {{IEEE} Trans. Neural Networks},
volume = {13},
number = {1},
pages = {248--250},
year = {2002},
url = {https://doi.org/10.1109/72.977319},
doi = {10.1109/72.977319},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Lin02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HsuL02,
author = {Chih{-}Wei Hsu and
Chih{-}Jen Lin},
title = {A comparison of methods for multiclass support vector machines},
journal = {{IEEE} Trans. Neural Networks},
volume = {13},
number = {2},
pages = {415--425},
year = {2002},
url = {https://doi.org/10.1109/72.991427},
doi = {10.1109/72.991427},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/HsuL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Lin02a,
author = {Chih{-}Jen Lin},
title = {Errata to "On the convergence of the decomposition method for
support vector machines"},
journal = {{IEEE} Trans. Neural Networks},
volume = {13},
number = {4},
pages = {1025},
year = {2002},
url = {https://doi.org/10.1109/TNN.2002.1021903},
doi = {10.1109/TNN.2002.1021903},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/Lin02a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Lin02b,
author = {Chih{-}Jen Lin},
title = {Errata to "A comparison of methods for multiclass support vector
machines"},
journal = {{IEEE} Trans. Neural Networks},
volume = {13},
number = {4},
pages = {1026--1027},
year = {2002},
url = {https://doi.org/10.1109/TNN.2002.1021904},
doi = {10.1109/TNN.2002.1021904},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/Lin02b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Lin02c,
author = {Chih{-}Jen Lin},
title = {A formal analysis of stopping criteria of decomposition methods for
support vector machines},
journal = {{IEEE} Trans. Neural Networks},
volume = {13},
number = {5},
pages = {1045--1052},
year = {2002},
url = {https://doi.org/10.1109/TNN.2002.1031937},
doi = {10.1109/TNN.2002.1031937},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/Lin02c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/svm/ChangLW02,
author = {Ming{-}Wei Chang and
Chih{-}Jen Lin and
Ruby C. Weng},
editor = {Seong{-}Whan Lee and
Alessandro Verri},
title = {Analysis of Nonstationary Time Series Using Support Vector Machines},
booktitle = {Pattern Recognition with Support Vector Machines, First International
Workshop, {SVM} 2002, Niagara Falls, Canada, August 10, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2388},
pages = {160--170},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45665-1\_13},
doi = {10.1007/3-540-45665-1\_13},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/svm/ChangLW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/WuFL01,
author = {Soon{-}Yi Wu and
Shu{-}Cherng Fang and
Chih{-}Jen Lin},
title = {Solving General Capacity Problem by Relaxed Cutting Plane Approach},
journal = {Ann. Oper. Res.},
volume = {103},
number = {1-4},
pages = {193--211},
year = {2001},
url = {https://doi.org/10.1023/A:1012907206299},
doi = {10.1023/A:1012907206299},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/anor/WuFL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ec/YangHLK01,
author = {Jinn{-}Moon Yang and
Jorng{-}Tzong Horng and
Chih{-}Jen Lin and
Cheng{-}Yan Kao},
title = {Optical Coating Designs Using the Family Competition Evolutionary
Algorithm},
journal = {Evol. Comput.},
volume = {9},
number = {4},
pages = {421--443},
year = {2001},
url = {https://doi.org/10.1162/10636560152642850},
doi = {10.1162/10636560152642850},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ec/YangHLK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Lin01,
author = {Chih{-}Jen Lin},
title = {Formulations of Support Vector Machines: {A} Note from an Optimization
Point of View},
journal = {Neural Comput.},
volume = {13},
number = {2},
pages = {307--317},
year = {2001},
url = {https://doi.org/10.1162/089976601300014547},
doi = {10.1162/089976601300014547},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Lin01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ChangL01,
author = {Chih{-}Chung Chang and
Chih{-}Jen Lin},
title = {Training nu-Support Vector Classifiers: Theory and Algorithms},
journal = {Neural Comput.},
volume = {13},
number = {9},
pages = {2119--2147},
year = {2001},
url = {https://doi.org/10.1162/089976601750399335},
doi = {10.1162/089976601750399335},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ChangL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Lin01,
author = {Chih{-}Jen Lin},
title = {On the convergence of the decomposition method for support vector
machines},
journal = {{IEEE} Trans. Neural Networks},
volume = {12},
number = {6},
pages = {1288--1298},
year = {2001},
url = {https://doi.org/10.1109/72.963765},
doi = {10.1109/72.963765},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Lin01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChangHL00,
author = {Chih{-}Chung Chang and
Chih{-}Wei Hsu and
Chih{-}Jen Lin},
title = {The analysis of decomposition methods for support vector machines},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {11},
number = {4},
pages = {1003--1008},
year = {2000},
url = {https://doi.org/10.1109/72.857780},
doi = {10.1109/72.857780},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ChangHL00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/LinM99,
author = {Chih{-}Jen Lin and
Jorge J. Mor{\'{e}}},
title = {Newton's Method for Large Bound-Constrained Optimization Problems},
journal = {{SIAM} J. Optim.},
volume = {9},
number = {4},
pages = {1100--1127},
year = {1999},
url = {https://doi.org/10.1137/S1052623498345075},
doi = {10.1137/S1052623498345075},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/LinM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/LinM99,
author = {Chih{-}Jen Lin and
Jorge J. Mor{\'{e}}},
title = {Incomplete Cholesky Factorizations with Limited Memory},
journal = {{SIAM} J. Sci. Comput.},
volume = {21},
number = {1},
pages = {24--45},
year = {1999},
url = {https://doi.org/10.1137/S1064827597327334},
doi = {10.1137/S1064827597327334},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/LinM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/LinFW98,
author = {Chih{-}Jen Lin and
Shu{-}Cherng Fang and
Soon{-}Yi Wu},
title = {An Unconstrained Convex Programming Approach to Linear Semi-Infinite
Programming},
journal = {{SIAM} J. Optim.},
volume = {8},
number = {2},
pages = {443--456},
year = {1998},
url = {https://doi.org/10.1137/S105262349427621X},
doi = {10.1137/S105262349427621X},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/LinFW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvlsi/TsaiCLB98,
author = {Huan{-}Chih Tsai and
Kwang{-}Ting Cheng and
Chih{-}Jen Lin and
Sudipta Bhawmik},
title = {Efficient test-point selection for scan-based {BIST}},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {6},
number = {4},
pages = {667--676},
year = {1998},
url = {https://doi.org/10.1109/92.736140},
doi = {10.1109/92.736140},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvlsi/TsaiCLB98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/TsaiCLB97,
author = {Huan{-}Chih Tsai and
Kwang{-}Ting Cheng and
Chih{-}Jen Lin and
Sudipta Bhawmik},
editor = {Ellen J. Yoffa and
Giovanni De Micheli and
Jan M. Rabaey},
title = {A Hybrid Algorithm for Test Point Selection for Scan-Based {BIST}},
booktitle = {Proceedings of the 34st Conference on Design Automation, Anaheim,
California, USA, Anaheim Convention Center, June 9-13, 1997},
pages = {478--483},
publisher = {{ACM} Press},
year = {1997},
url = {https://doi.org/10.1145/266021.266205},
doi = {10.1145/266021.266205},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dac/TsaiCLB97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/et/LinZB95,
author = {Chih{-}Jen Lin and
Yervant Zorian and
Sudipta Bhawmik},
title = {Integration of partial scan and built-in self-test},
journal = {J. Electron. Test.},
volume = {7},
number = {1-2},
pages = {125--137},
year = {1995},
url = {https://doi.org/10.1007/BF00993320},
doi = {10.1007/BF00993320},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/et/LinZB95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itc/ChengL95,
author = {Kwang{-}Ting Cheng and
Chih{-}Jen Lin},
title = {Timing-Driven Test Point Insertion for Full-Scan and Partial-Scan
{BIST}},
booktitle = {Proceedings {IEEE} International Test Conference 1995, Driving Down
the Cost of Test, Washington, DC, USA, October 21-25, 1995},
pages = {506--514},
publisher = {{IEEE} Computer Society},
year = {1995},
url = {https://doi.org/10.1109/TEST.1995.529878},
doi = {10.1109/TEST.1995.529878},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itc/ChengL95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itc/LinZB93,
author = {Chih{-}Jen Lin and
Yervant Zorian and
Sudipta Bhawmik},
title = {{PSBIST:} {A} Partial-Scan Based Built-In Self-Test Scheme},
booktitle = {Proceedings {IEEE} International Test Conference 1993, Designing,
Testing, and Diagnostics - Join Them, Baltimore, Maryland, USA, October
17-21, 1993},
pages = {507--516},
publisher = {{IEEE} Computer Society},
year = {1993},
url = {https://doi.org/10.1109/TEST.1993.470660},
doi = {10.1109/TEST.1993.470660},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itc/LinZB93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itc/HsueL93,
author = {Ching{-}Wen Hsue and
Chih{-}Jen Lin},
title = {Built-In Current Sensor for I\({}_{\mbox{DDQ}}\) Test in {CMOS}},
booktitle = {Proceedings {IEEE} International Test Conference 1993, Designing,
Testing, and Diagnostics - Join Them, Baltimore, Maryland, USA, October
17-21, 1993},
pages = {635--641},
publisher = {{IEEE} Computer Society},
year = {1993},
url = {https://doi.org/10.1109/TEST.1993.470640},
doi = {10.1109/TEST.1993.470640},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itc/HsueL93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ChakrabortyBBL91,
author = {Tapan J. Chakraborty and
Sudipta Bhawmik and
Robert Bencivenga and
Chih{-}Jen Lin},
editor = {A. Richard Newton},
title = {Enhanced Controllability for \emph{I\({}_{\mbox{DDQ}}\)} Test Sets
Using Partial Scan},
booktitle = {Proceedings of the 28th Design Automation Conference, San Francisco,
California, USA, June 17-21, 1991},
pages = {278--281},
publisher = {{ACM}},
year = {1991},
url = {https://doi.org/10.1145/127601.127680},
doi = {10.1145/127601.127680},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dac/ChakrabortyBBL91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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