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ORCIDBibTeX records: S. Sathiya Keerthi
@article{DBLP:journals/corr/abs-2401-04044,
author = {Zirui Liu and
Qingquan Song and
Qiang Charles Xiao and
Sathiya Keerthi Selvaraj and
Rahul Mazumder and
Aman Gupta and
Xia Hu},
title = {FFSplit: Split Feed-Forward Network For Optimizing Accuracy-Efficiency
Trade-off in Language Model Inference},
journal = {CoRR},
volume = {abs/2401.04044},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.04044},
doi = {10.48550/ARXIV.2401.04044},
eprinttype = {arXiv},
eprint = {2401.04044},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-04044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-12332,
author = {Gregory Dexter and
Borja Ocejo and
S. Sathiya Keerthi and
Aman Gupta and
Ayan Acharya and
Rajiv Khanna},
title = {A Precise Characterization of {SGD} Stability Using Loss Surface Geometry},
journal = {CoRR},
volume = {abs/2401.12332},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12332},
doi = {10.48550/ARXIV.2401.12332},
eprinttype = {arXiv},
eprint = {2401.12332},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06859,
author = {Fedor Borisyuk and
Mingzhou Zhou and
Qingquan Song and
Siyu Zhu and
Birjodh Tiwana and
Ganesh Parameswaran and
Siddharth Dangi and
Lars Hertel and
Qiang Charles Xiao and
Xiaochen Hou and
Yunbo Ouyang and
Aman Gupta and
Sheallika Singh and
Dan Liu and
Hailing Cheng and
Lei Le and
Jonathan Hung and
S. Sathiya Keerthi and
Ruoyan Wang and
Fengyu Zhang and
Mohit Kothari and
Chen Zhu and
Daqi Sun and
Yun Dai and
Xun Luan and
Sirou Zhu and
Zhiwei Wang and
Neil Daftary and
Qianqi Shen and
Chengming Jiang and
Haichao Wei and
Maneesh Varshney and
Amol Ghoting and
Souvik Ghosh},
title = {LiRank: Industrial Large Scale Ranking Models at LinkedIn},
journal = {CoRR},
volume = {abs/2402.06859},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06859},
doi = {10.48550/ARXIV.2402.06859},
eprinttype = {arXiv},
eprint = {2402.06859},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-00803,
author = {Ruofan Wang and
Prakruthi Prabhakar and
Gaurav Srivastava and
Tianqi Wang and
Zeinab S. Jalali and
Varun Bharill and
Yunbo Ouyang and
Aastha Nigam and
Divya Venugopalan and
Aman Gupta and
Fedor Borisyuk and
Sathiya Keerthi Selvaraj and
Ajith Muralidharan},
title = {LiMAML: Personalization of Deep Recommender Models via Meta Learning},
journal = {CoRR},
volume = {abs/2403.00803},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.00803},
doi = {10.48550/ARXIV.2403.00803},
eprinttype = {arXiv},
eprint = {2403.00803},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-00803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AcharyaGSO0SMGA23,
author = {Ayan Acharya and
Siyuan Gao and
Ankan Saha and
Borja Ocejo and
Kinjal Basu and
Sathiya Keerthi Selvaraj and
Rahul Mazumder and
Aman Gupta and
Parag Agrawal},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Optimizing for Member Value in an Edge Building Marketplace},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {5--14},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3615000},
doi = {10.1145/3583780.3615000},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/AcharyaGSO0SMGA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuptaKACERM0TG23,
author = {Aman Gupta and
S. Sathiya Keerthi and
Ayan Acharya and
Miao Cheng and
Borja Ocejo Elizondo and
Rohan Ramanath and
Rahul Mazumder and
Kinjal Basu and
J. Kenneth Tay and
Rupesh Gupta},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Practical Design of Performant Recommender Systems using Large-scale
Linear Programming-based Global Inference},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5781--5782},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599183},
doi = {10.1145/3580305.3599183},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GuptaKACERM0TG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AcharyaGO0SSMAG23,
author = {Ayan Acharya and
Siyuan Gao and
Borja Ocejo and
Kinjal Basu and
Ankan Saha and
Sathiya Keerthi Selvaraj and
Rahul Mazumder and
Parag Agrawal and
Aman Gupta},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Promoting Inactive Members in Edge-Building Marketplace},
booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
pages = {945--949},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543873.3587647},
doi = {10.1145/3543873.3587647},
timestamp = {Mon, 28 Aug 2023 21:17:11 +0200},
biburl = {https://dblp.org/rec/conf/www/AcharyaGO0SSMAG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-09693,
author = {Kayhan Behdin and
Qingquan Song and
Aman Gupta and
Ayan Acharya and
David Durfee and
Borja Ocejo and
S. Sathiya Keerthi and
Rahul Mazumder},
title = {mSAM: Micro-Batch-Averaged Sharpness-Aware Minimization},
journal = {CoRR},
volume = {abs/2302.09693},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.09693},
doi = {10.48550/ARXIV.2302.09693},
eprinttype = {arXiv},
eprint = {2302.09693},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-09693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-01885,
author = {Kayhan Behdin and
Ayan Acharya and
Aman Gupta and
Sathiya Keerthi Selvaraj and
Rahul Mazumder},
title = {QuantEase: Optimization-based Quantization for Language Models - An
Efficient and Intuitive Algorithm},
journal = {CoRR},
volume = {abs/2309.01885},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.01885},
doi = {10.48550/ARXIV.2309.01885},
eprinttype = {arXiv},
eprint = {2309.01885},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-01885.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RamanathKPS022,
author = {Rohan Ramanath and
S. Sathiya Keerthi and
Yao Pan and
Konstantin Salomatin and
Kinjal Basu},
title = {Efficient Vertex-Oriented Polytopic Projection for Web-Scale Applications},
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 = {3821--3829},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i4.20297},
doi = {10.1609/AAAI.V36I4.20297},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RamanathKPS022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-04343,
author = {Kayhan Behdin and
Qingquan Song and
Aman Gupta and
David Durfee and
Ayan Acharya and
S. Sathiya Keerthi and
Rahul Mazumder},
title = {Improved Deep Neural Network Generalization Using m-Sharpness-Aware
Minimization},
journal = {CoRR},
volume = {abs/2212.04343},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.04343},
doi = {10.48550/ARXIV.2212.04343},
eprinttype = {arXiv},
eprint = {2212.04343},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-04343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-05277,
author = {Rohan Ramanath and
S. Sathiya Keerthi and
Yao Pan and
Konstantin Salomatin and
Kinjal Basu},
title = {Efficient Algorithms for Global Inference in Internet Marketplaces},
journal = {CoRR},
volume = {abs/2103.05277},
year = {2021},
url = {https://arxiv.org/abs/2103.05277},
eprinttype = {arXiv},
eprint = {2103.05277},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-05277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-05839,
author = {Aman Gupta and
Rohan Ramanath and
Jun Shi and
Anika Ramachandran and
Sirou Zhou and
Mingzhou Zhou and
S. Sathiya Keerthi},
title = {Logit Attenuating Weight Normalization},
journal = {CoRR},
volume = {abs/2108.05839},
year = {2021},
url = {https://arxiv.org/abs/2108.05839},
eprinttype = {arXiv},
eprint = {2108.05839},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-05839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02879,
author = {Saurav Manchanda and
Pranjul Yadav and
Khoa D. Doan and
S. Sathiya Keerthi},
title = {Targeted display advertising: the case of preferential attachment},
journal = {CoRR},
volume = {abs/2002.02879},
year = {2020},
url = {https://arxiv.org/abs/2002.02879},
eprinttype = {arXiv},
eprint = {2002.02879},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01296,
author = {Saurav Manchanda and
Khoa Doan and
Pranjul Yadav and
S. Sathiya Keerthi},
title = {Regression via Implicit Models and Optimal Transport Cost Minimization},
journal = {CoRR},
volume = {abs/2003.01296},
year = {2020},
url = {https://arxiv.org/abs/2003.01296},
eprinttype = {arXiv},
eprint = {2003.01296},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11774,
author = {Khoa D. Doan and
Saurav Manchanda and
Fengjiao Wang and
S. Sathiya Keerthi and
Avradeep Bhowmik and
Chandan K. Reddy},
title = {Image Generation Via Minimizing Fr{\'{e}}chet Distance in Discriminator
Feature Space},
journal = {CoRR},
volume = {abs/2003.11774},
year = {2020},
url = {https://arxiv.org/abs/2003.11774},
eprinttype = {arXiv},
eprint = {2003.11774},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-11774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ManchandaYDK19,
author = {Saurav Manchanda and
Pranjul Yadav and
Khoa D. Doan and
S. Sathiya Keerthi},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Targeted display advertising: the case of preferential attachment},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {1868--1877},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006184},
doi = {10.1109/BIGDATA47090.2019.9006184},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ManchandaYDK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AggarwalYK19,
author = {Karan Aggarwal and
Pranjul Yadav and
S. Sathiya Keerthi},
editor = {Toine Bogers and
Alan Said and
Peter Brusilovsky and
Domonkos Tikk},
title = {Domain adaptation in display advertising: an application for partner
cold-start},
booktitle = {Proceedings of the 13th {ACM} Conference on Recommender Systems, RecSys
2019, Copenhagen, Denmark, September 16-20, 2019},
pages = {178--186},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3298689.3347004},
doi = {10.1145/3298689.3347004},
timestamp = {Wed, 09 Oct 2019 14:20:04 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AggarwalYK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-06425,
author = {Jennifer Ortiz and
Magdalena Balazinska and
Johannes Gehrke and
S. Sathiya Keerthi},
title = {An Empirical Analysis of Deep Learning for Cardinality Estimation},
journal = {CoRR},
volume = {abs/1905.06425},
year = {2019},
url = {http://arxiv.org/abs/1905.06425},
eprinttype = {arXiv},
eprint = {1905.06425},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-06425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12868,
author = {Karan Aggarwal and
Matthieu Kirchmeyer and
Pranjul Yadav and
S. Sathiya Keerthi and
Patrick Gallinari},
title = {Regression with Conditional {GAN}},
journal = {CoRR},
volume = {abs/1905.12868},
year = {2019},
url = {http://arxiv.org/abs/1905.12868},
eprinttype = {arXiv},
eprint = {1905.12868},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12868.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MahajanAKSB18,
author = {Dhruv Mahajan and
Nikunj Agrawal and
S. Sathiya Keerthi and
Sundararajan Sellamanickam and
L{\'{e}}on Bottou},
title = {An efficient distributed learning algorithm based on effective local
functional approximations},
journal = {J. Mach. Learn. Res.},
volume = {19},
pages = {74:1--74:37},
year = {2018},
url = {http://jmlr.org/papers/v19/15-020.html},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MahajanAKSB18.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}
}
@inproceedings{DBLP:conf/aistats/DerezinskiMKVW18,
author = {Michal Derezinski and
Dhruv Mahajan and
S. Sathiya Keerthi and
S. V. N. Vishwanathan and
Markus Weimer},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Batch-Expansion Training: An Efficient Optimization Framework},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {736--744},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/derezinski18b.html},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DerezinskiMKVW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/OrtizBGK18,
author = {Jennifer Ortiz and
Magdalena Balazinska and
Johannes Gehrke and
S. Sathiya Keerthi},
editor = {Sebastian Schelter and
Stephan Seufert and
Arun Kumar},
title = {Learning State Representations for Query Optimization with Deep Reinforcement
Learning},
booktitle = {Proceedings of the Second Workshop on Data Management for End-To-End
Machine Learning, DEEM@SIGMOD 2018, Houston, TX, USA, June 15, 2018},
pages = {4:1--4:4},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209889.3209890},
doi = {10.1145/3209889.3209890},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/OrtizBGK18.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-1803-08604,
author = {Jennifer Ortiz and
Magdalena Balazinska and
Johannes Gehrke and
S. Sathiya Keerthi},
title = {Learning State Representations for Query Optimization with Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1803.08604},
year = {2018},
url = {http://arxiv.org/abs/1803.08604},
eprinttype = {arXiv},
eprint = {1803.08604},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-08604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MahajanKS17,
author = {Dhruv Mahajan and
S. Sathiya Keerthi and
S. Sundararajan},
title = {A distributed block coordinate descent method for training l1 regularized
linear classifiers},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {91:1--91:35},
year = {2017},
url = {http://jmlr.org/papers/v18/14-484.html},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MahajanKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SiZKMDH17,
author = {Si Si and
Huan Zhang and
S. Sathiya Keerthi and
Dhruv Mahajan and
Inderjit S. Dhillon and
Cho{-}Jui Hsieh},
editor = {Doina Precup and
Yee Whye Teh},
title = {Gradient Boosted Decision Trees for High Dimensional Sparse Output},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3182--3190},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/si17a.html},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SiZKMDH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DerezinskiMKVW17,
author = {Michal Derezinski and
Dhruv Mahajan and
S. Sathiya Keerthi and
S. V. N. Vishwanathan and
Markus Weimer},
title = {Batch-Expansion Training: An Efficient Optimization Paradigm for Machine
Learning},
journal = {CoRR},
volume = {abs/1704.06731},
year = {2017},
url = {http://arxiv.org/abs/1704.06731},
eprinttype = {arXiv},
eprint = {1704.06731},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DerezinskiMKVW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05482,
author = {Dhruv Mahajan and
Vivek Gupta and
S. Sathiya Keerthi and
Sundararajan Sellamanickam and
Shravan Narayanamurthy and
Rahul Kidambi},
title = {Efficient Estimation of Generalization Error and Bias-Variance Components
of Ensembles},
journal = {CoRR},
volume = {abs/1711.05482},
year = {2017},
url = {http://arxiv.org/abs/1711.05482},
eprinttype = {arXiv},
eprint = {1711.05482},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MahajanKBPSKG16,
author = {Dhruv Mahajan and
Vishwajit Kolathur and
Chetan Bansal and
Suresh Parthasarathy and
Sundararajan Sellamanickam and
S. Sathiya Keerthi and
Johannes Gehrke},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Hashtag Recommendation for Enterprise Applications},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {893--902},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983365},
doi = {10.1145/2983323.2983365},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/MahajanKBPSKG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KhandujaNSRSK15,
author = {Shwetabh Khanduja and
Vinod Nair and
S. Sundararajan and
Ameya Raul and
Ajesh Babu Shaj and
S. Sathiya Keerthi},
title = {Near Real-Time Service Monitoring Using High-Dimensional Time Series},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {1624--1627},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.254},
doi = {10.1109/ICDMW.2015.254},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/KhandujaNSRSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NairRKBSKHD15,
author = {Vinod Nair and
Ameya Raul and
Shwetabh Khanduja and
Vikas Bahirwani and
Sundararajan Sellamanickam and
S. Sathiya Keerthi and
Steve Herbert and
Sudheer Dhulipalla},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Learning a Hierarchical Monitoring System for Detecting and Diagnosing
Service Issues},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {2029--2038},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2788624},
doi = {10.1145/2783258.2788624},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/NairRKBSKHD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KeerthiSK15,
author = {S. Sathiya Keerthi and
Tobias Schnabel and
Rajiv Khanna},
title = {Towards a Better Understanding of Predict and Count Models},
journal = {CoRR},
volume = {abs/1511.02024},
year = {2015},
url = {http://arxiv.org/abs/1511.02024},
eprinttype = {arXiv},
eprint = {1511.02024},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KeerthiSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MahajanKS14,
author = {Dhruv Mahajan and
S. Sathiya Keerthi and
S. Sundararajan},
title = {A Distributed Algorithm for Training Nonlinear Kernel Machines},
journal = {CoRR},
volume = {abs/1405.4543},
year = {2014},
url = {http://arxiv.org/abs/1405.4543},
eprinttype = {arXiv},
eprint = {1405.4543},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MahajanKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MahajanKS14a,
author = {Dhruv Mahajan and
S. Sathiya Keerthi and
S. Sundararajan},
title = {A distributed block coordinate descent method for training {\textdollar}l{\_}1{\textdollar}
regularized linear classifiers},
journal = {CoRR},
volume = {abs/1405.4544},
year = {2014},
url = {http://arxiv.org/abs/1405.4544},
eprinttype = {arXiv},
eprint = {1405.4544},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MahajanKS14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChangSK13,
author = {Kai{-}Wei Chang and
S. Sundararajan and
S. Sathiya Keerthi},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Tractable Semi-supervised Learning of Complex Structured Prediction
Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {176--191},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_12},
doi = {10.1007/978-3-642-40994-3\_12},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChangSK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MahajanKSB13,
author = {Dhruv Mahajan and
S. Sathiya Keerthi and
S. Sundararajan and
L{\'{e}}on Bottou},
title = {A Functional Approximation Based Distributed Learning Algorithm},
journal = {CoRR},
volume = {abs/1310.8418},
year = {2013},
url = {http://arxiv.org/abs/1310.8418},
eprinttype = {arXiv},
eprint = {1310.8418},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MahajanKSB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MahajanKSB13a,
author = {Dhruv Mahajan and
S. Sathiya Keerthi and
S. Sundararajan and
L{\'{e}}on Bottou},
title = {A Parallel {SGD} method with Strong Convergence},
journal = {CoRR},
volume = {abs/1311.0636},
year = {2013},
url = {http://arxiv.org/abs/1311.0636},
eprinttype = {arXiv},
eprint = {1311.0636},
timestamp = {Mon, 28 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MahajanKSB13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KidambiNSK13,
author = {Rahul Kidambi and
Vinod Nair and
Sundararajan Sellamanickam and
S. Sathiya Keerthi},
title = {A Structured Prediction Approach for Missing Value Imputation},
journal = {CoRR},
volume = {abs/1311.2137},
year = {2013},
url = {http://arxiv.org/abs/1311.2137},
eprinttype = {arXiv},
eprint = {1311.2137},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KidambiNSK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NairKSKGN13,
author = {Vinod Nair and
Rahul Kidambi and
Sundararajan Sellamanickam and
S. Sathiya Keerthi and
Johannes Gehrke and
Vijay Narayanan},
title = {A Quantitative Evaluation Framework for Missing Value Imputation Algorithms},
journal = {CoRR},
volume = {abs/1311.2276},
year = {2013},
url = {http://arxiv.org/abs/1311.2276},
eprinttype = {arXiv},
eprint = {1311.2276},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NairKSKGN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PSSK13,
author = {Balamurugan Palaniappan and
Shirish K. Shevade and
S. Sundararajan and
S. Sathiya Keerthi},
title = {An Empirical Evaluation of Sequence-Tagging Trainers},
journal = {CoRR},
volume = {abs/1311.2378},
year = {2013},
url = {http://arxiv.org/abs/1311.2378},
eprinttype = {arXiv},
eprint = {1311.2378},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PSSK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuangCLCDKW12,
author = {Zhiheng Huang and
Yi Chang and
Bo Long and
Jean{-}Fran{\c{c}}ois Crespo and
Anlei Dong and
S. Sathiya Keerthi and
Su{-}Lin Wu},
title = {Iterative Viterbi A* Algorithm for K-Best Sequential Decoding},
booktitle = {The 50th Annual Meeting of the Association for Computational Linguistics,
Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea
- Volume 1: Long Papers},
pages = {611--619},
publisher = {The Association for Computer Linguistics},
year = {2012},
url = {https://aclanthology.org/P12-1064/},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/HuangCLCDKW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/SelvarajSS12,
author = {Sathiya Keerthi Selvaraj and
Sundararajan Sellamanickam and
Shirish K. Shevade},
editor = {Martin Kay and
Christian Boitet},
title = {Extension of {TSVM} to Multi-Class and Hierarchical Text Classification
Problems With General Losses},
booktitle = {{COLING} 2012, 24th International Conference on Computational Linguistics,
Proceedings of the Conference: Posters, 8-15 December 2012, Mumbai,
India},
pages = {1091--1100},
publisher = {Indian Institute of Technology Bombay},
year = {2012},
url = {https://aclanthology.org/C12-2106/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/SelvarajSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SellamanickamTS12,
author = {Sundararajan Sellamanickam and
Charu Tiwari and
Sathiya Keerthi Selvaraj},
title = {Regularized Structured Output Learning with Partial Labels},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {1059--1070},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.91},
doi = {10.1137/1.9781611972825.91},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SellamanickamTS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/BohannonDFJKK12,
author = {Philip Bohannon and
Nilesh N. Dalvi and
Yuval Filmus and
Nori Jacoby and
S. Sathiya Keerthi and
Alok Kirpal},
editor = {K. Sel{\c{c}}uk Candan and
Yi Chen and
Richard T. Snodgrass and
Luis Gravano and
Ariel Fuxman},
title = {Automatic web-scale information extraction},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2012, Scottsdale, AZ, USA, May 20-24, 2012},
pages = {609--612},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2213836.2213912},
doi = {10.1145/2213836.2213912},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/BohannonDFJKK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/DhillonKBCS12,
author = {Paramveer S. Dhillon and
S. Sathiya Keerthi and
Kedar Bellare and
Olivier Chapelle and
Sundararajan Sellamanickam},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Deterministic Annealing for Semi-Supervised Structured Output Learning},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {299--307},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/dhillon12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DhillonKBCS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-5915,
author = {Sundararajan Sellamanickam and
Sathiya Keerthi Selvaraj},
title = {Graph Based Classification Methods Using Inaccurate External Classifier
Information},
journal = {CoRR},
volume = {abs/1206.5915},
year = {2012},
url = {http://arxiv.org/abs/1206.5915},
eprinttype = {arXiv},
eprint = {1206.5915},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-5915.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-6015,
author = {Sundararajan Sellamanickam and
Sathiya Keerthi Selvaraj},
title = {Transductive Classification Methods for Mixed Graphs},
journal = {CoRR},
volume = {abs/1206.6015},
year = {2012},
url = {http://arxiv.org/abs/1206.6015},
eprinttype = {arXiv},
eprint = {1206.6015},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-6015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-6038,
author = {Sundararajan Sellamanickam and
Sathiya Keerthi Selvaraj},
title = {Predictive Approaches For Gaussian Process Classifier Model Selection},
journal = {CoRR},
volume = {abs/1206.6038},
year = {2012},
url = {http://arxiv.org/abs/1206.6038},
eprinttype = {arXiv},
eprint = {1206.6038},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-6038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-0210,
author = {Sathiya Keerthi Selvaraj and
Sundararajan Sellamanickam and
Shirish K. Shevade},
title = {Extension of {TSVM} to Multi-Class and Hierarchical Text Classification
Problems With General Losses},
journal = {CoRR},
volume = {abs/1211.0210},
year = {2012},
url = {http://arxiv.org/abs/1211.0210},
eprinttype = {arXiv},
eprint = {1211.0210},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-0210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SelvarajBSS11,
author = {Sathiya Keerthi Selvaraj and
Bigyan Bhar and
Sundararajan Sellamanickam and
Shirish K. Shevade},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Semi-supervised SVMs for classification with unknown class proportions
and a small labeled dataset},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {653--662},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063674},
doi = {10.1145/2063576.2063674},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SelvarajBSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SellamanickamGS11,
author = {Sundararajan Sellamanickam and
Priyanka Garg and
Sathiya Keerthi Selvaraj},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {A pairwise ranking based approach to learning with positive and unlabeled
examples},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {663--672},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063675},
doi = {10.1145/2063576.2063675},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SellamanickamGS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DhillonSS11,
author = {Paramveer S. Dhillon and
Sundararajan Sellamanickam and
Sathiya Keerthi Selvaraj},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Semi-supervised multi-task learning of structured prediction models
for web information extraction},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {957--966},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063713},
doi = {10.1145/2063576.2063713},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/DhillonSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ShevadePSK11,
author = {Shirish K. Shevade and
Balamurugan Palaniappan and
S. Sundararajan and
S. Sathiya Keerthi},
title = {A Sequential Dual Method for Structural SVMs},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {223--234},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.20},
doi = {10.1137/1.9781611972818.20},
timestamp = {Mon, 23 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ShevadePSK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-0246,
author = {Chiru Bhattacharyya and
S. Sathiya Keerthi},
title = {Mean Field Methods for a Special Class of Belief Networks},
journal = {CoRR},
volume = {abs/1106.0246},
year = {2011},
url = {http://arxiv.org/abs/1106.0246},
eprinttype = {arXiv},
eprint = {1106.0246},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-0246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/ChapelleK10,
author = {Olivier Chapelle and
S. Sathiya Keerthi},
title = {Efficient algorithms for ranking with SVMs},
journal = {Inf. Retr.},
volume = {13},
number = {3},
pages = {201--215},
year = {2010},
url = {https://doi.org/10.1007/s10791-009-9109-9},
doi = {10.1007/S10791-009-9109-9},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ir/ChapelleK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/DalviKPRTBKM09,
author = {Nilesh N. Dalvi and
Ravi Kumar and
Bo Pang and
Raghu Ramakrishnan and
Andrew Tomkins and
Philip Bohannon and
S. Sathiya Keerthi and
Srujana Merugu},
editor = {Jan Paredaens and
Jianwen Su},
title = {A web of concepts},
booktitle = {Proceedings of the Twenty-Eigth {ACM} {SIGMOD-SIGACT-SIGART} Symposium
on Principles of Database Systems, {PODS} 2009, June 19 - July 1,
2009, Providence, Rhode Island, {USA}},
pages = {1--12},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1559795.1559797},
doi = {10.1145/1559795.1559797},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pods/DalviKPRTBKM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChapelleSK08,
author = {Olivier Chapelle and
Vikas Sindhwani and
S. Sathiya Keerthi},
title = {Optimization Techniques for Semi-Supervised Support Vector Machines},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {203--233},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1390688},
doi = {10.5555/1390681.1390688},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChapelleSK08.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}
}
@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}
}
@article{DBLP:journals/neco/SundararajanSK07,
author = {S. Sundararajan and
Shirish K. Shevade and
S. Sathiya Keerthi},
title = {Fast Generalized Cross-Validation Algorithm for Sparse Model Learning},
journal = {Neural Comput.},
volume = {19},
number = {1},
pages = {283--301},
year = {2007},
url = {https://doi.org/10.1162/neco.2007.19.1.283},
doi = {10.1162/NECO.2007.19.1.283},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SundararajanSK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ChuK07,
author = {Wei Chu and
S. Sathiya Keerthi},
title = {Support Vector Ordinal Regression},
journal = {Neural Comput.},
volume = {19},
number = {3},
pages = {792--815},
year = {2007},
url = {https://doi.org/10.1162/neco.2007.19.3.792},
doi = {10.1162/NECO.2007.19.3.792},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ChuK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/KeerthiS07,
author = {S. Sathiya Keerthi and
Shirish K. Shevade},
title = {A Fast Tracking Algorithm for Generalized {LARS/LASSO}},
journal = {{IEEE} Trans. Neural Networks},
volume = {18},
number = {6},
pages = {1826--1830},
year = {2007},
url = {https://doi.org/10.1109/TNN.2007.900229},
doi = {10.1109/TNN.2007.900229},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/KeerthiS07.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/ijcai/SindhwaniCK07,
author = {Vikas Sindhwani and
Wei Chu and
S. Sathiya Keerthi},
editor = {Manuela M. Veloso},
title = {Semi-Supervised Gaussian Process Classifiers},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {1059--1064},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/171.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SindhwaniCK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0706-1318,
author = {S. Sathiya Keerthi and
John A. Tomlin},
title = {Constructing a maximum utility slate of on-line advertisements},
journal = {CoRR},
volume = {abs/0706.1318},
year = {2007},
url = {http://arxiv.org/abs/0706.1318},
eprinttype = {arXiv},
eprint = {0706.1318},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0706-1318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/CaoKOUFL06,
author = {Lijuan Cao and
S. Sathiya Keerthi and
Chong Jin Ong and
P. Uvaraj and
Xiu Ju Fu and
H. P. Lee},
title = {Developing parallel sequential minimal optimization for fast training
support vector machine},
journal = {Neurocomputing},
volume = {70},
number = {1-3},
pages = {93--104},
year = {2006},
url = {https://doi.org/10.1016/j.neucom.2006.05.007},
doi = {10.1016/J.NEUCOM.2006.05.007},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/CaoKOUFL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KeerthiCD06,
author = {S. Sathiya Keerthi and
Olivier Chapelle and
Dennis DeCoste},
title = {Building Support Vector Machines with Reduced Classifier Complexity},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {1493--1515},
year = {2006},
url = {http://jmlr.org/papers/v7/keerthi06a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KeerthiCD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/CaoKOZPFL06,
author = {Lijuan Cao and
S. Sathiya Keerthi and
Chong Jin Ong and
J. Q. Zhang and
U. Periyathamby and
Xiu Ju Fu and
H. P. Lee},
title = {Parallel sequential minimal optimization for the training of support
vector machines},
journal = {{IEEE} Trans. Neural Networks},
volume = {17},
number = {4},
pages = {1039--1049},
year = {2006},
url = {https://doi.org/10.1109/TNN.2006.875989},
doi = {10.1109/TNN.2006.875989},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/CaoKOZPFL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SindhwaniKC06,
author = {Vikas Sindhwani and
S. Sathiya Keerthi and
Olivier Chapelle},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Deterministic annealing for semi-supervised kernel machines},
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 = {841--848},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143950},
doi = {10.1145/1143844.1143950},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/SindhwaniKC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChapelleSK06,
author = {Olivier Chapelle and
Vikas Sindhwani and
S. Sathiya Keerthi},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Branch and Bound for Semi-Supervised Support Vector Machines},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {217--224},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/8b8388180314a337c9aa3c5aa8e2f37a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChapelleSK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChuSGK06,
author = {Wei Chu and
Vikas Sindhwani and
Zoubin Ghahramani and
S. Sathiya Keerthi},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Relational Learning with Gaussian Processes},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {289--296},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/ffbd6cbb019a1413183c8d08f2929307-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChuSGK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KeerthiSC06,
author = {S. Sathiya Keerthi and
Vikas Sindhwani and
Olivier Chapelle},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {An Efficient Method for Gradient-Based Adaptation of Hyperparameters
in {SVM} Models},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {673--680},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/cc431fd7ec4437de061c2577a4603995-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KeerthiSC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SindhwaniK06,
author = {Vikas Sindhwani and
S. Sathiya Keerthi},
editor = {Efthimis N. Efthimiadis and
Susan T. Dumais and
David Hawking and
Kalervo J{\"{a}}rvelin},
title = {Large scale semi-supervised linear SVMs},
booktitle = {{SIGIR} 2006: Proceedings of the 29th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Seattle,
Washington, USA, August 6-11, 2006},
pages = {477--484},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1148170.1148253},
doi = {10.1145/1148170.1148253},
timestamp = {Wed, 14 Nov 2018 10:58:10 +0100},
biburl = {https://dblp.org/rec/conf/sigir/SindhwaniK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/ChuKOG06,
author = {Wei Chu and
S. Sathiya Keerthi and
Chong Jin Ong and
Zoubin Ghahramani},
editor = {Isabelle Guyon and
Masoud Nikravesh and
Steve R. Gunn and
Lotfi A. Zadeh},
title = {Bayesian Support Vector Machines for Feature Ranking and Selection},
booktitle = {Feature Extraction - Foundations and Applications},
series = {Studies in Fuzziness and Soft Computing},
volume = {207},
pages = {403--418},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-35488-8\_19},
doi = {10.1007/978-3-540-35488-8\_19},
timestamp = {Fri, 26 Jul 2019 12:50:23 +0200},
biburl = {https://dblp.org/rec/books/sp/06/ChuKOG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KeerthiD05,
author = {S. Sathiya Keerthi and
Dennis DeCoste},
title = {A Modified Finite Newton Method for Fast Solution of Large Scale Linear
SVMs},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {341--361},
year = {2005},
url = {http://jmlr.org/papers/v6/keerthi05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KeerthiD05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KeerthiDSP05,
author = {S. Sathiya Keerthi and
Kaibo Duan and
Shirish K. Shevade and
Aun Neow Poo},
title = {A Fast Dual Algorithm for Kernel Logistic Regression},
journal = {Mach. Learn.},
volume = {61},
number = {1-3},
pages = {151--165},
year = {2005},
url = {https://doi.org/10.1007/s10994-005-0768-5},
doi = {10.1007/S10994-005-0768-5},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KeerthiDSP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ress/MenonLK05,
author = {Rakesh Menon and
Han Tong Loh and
S. Sathiya Keerthi},
title = {Analyzing textual databases using data mining to enable fast product
development processes},
journal = {Reliab. Eng. Syst. Saf.},
volume = {88},
number = {2},
pages = {171--180},
year = {2005},
url = {https://doi.org/10.1016/j.ress.2004.07.007},
doi = {10.1016/J.RESS.2004.07.007},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ress/MenonLK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChuOK05,
author = {Wei Chu and
Chong Jin Ong and
S. Sathiya Keerthi},
title = {An improved conjugate gradient scheme to the solution of least squares
{SVM}},
journal = {{IEEE} Trans. Neural Networks},
volume = {16},
number = {2},
pages = {498--501},
year = {2005},
url = {https://doi.org/10.1109/TNN.2004.841785},
doi = {10.1109/TNN.2004.841785},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ChuOK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChuK05,
author = {Wei Chu and
S. Sathiya Keerthi},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {New approaches to support vector ordinal regression},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {145--152},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102370},
doi = {10.1145/1102351.1102370},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChuK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Keerthi05,
author = {S. Sathiya Keerthi},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Generalized {LARS} as an effective feature selection tool for text
classification with SVMs},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {417--424},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102404},
doi = {10.1145/1102351.1102404},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Keerthi05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/DuanK05,
author = {Kaibo Duan and
S. Sathiya Keerthi},
editor = {Nikunj C. Oza and
Robi Polikar and
Josef Kittler and
Fabio Roli},
title = {Which Is the Best Multiclass {SVM} Method? An Empirical Study},
booktitle = {Multiple Classifier Systems, 6th International Workshop, {MCS} 2005,
Seaside, CA, USA, June 13-15, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3541},
pages = {278--285},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11494683\_28},
doi = {10.1007/11494683\_28},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/mcs/DuanK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KeerthiC05,
author = {S. Sathiya Keerthi and
Wei Chu},
title = {A matching pursuit approach to sparse Gaussian process regression},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {643--650},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/1ec3e7af38e33222bde173fecaef6bfa-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KeerthiC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/OngKGZ04,
author = {Chong Jin Ong and
S. Sathiya Keerthi and
Elmer G. Gilbert and
Z. H. Zhang},
title = {Stability regions for constrained nonlinear systems and their functional
characterization via support-vector-machine learning},
journal = {Autom.},
volume = {40},
number = {11},
pages = {1955--1964},
year = {2004},
url = {https://doi.org/10.1016/j.automatica.2004.06.005},
doi = {10.1016/J.AUTOMATICA.2004.06.005},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/automatica/OngKGZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChuKO04,
author = {Wei Chu and
S. Sathiya Keerthi and
Chong Jin Ong},
title = {Bayesian support vector regression using a unified loss function},
journal = {{IEEE} Trans. Neural Networks},
volume = {15},
number = {1},
pages = {29--44},
year = {2004},
url = {https://doi.org/10.1109/TNN.2003.820830},
doi = {10.1109/TNN.2003.820830},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ChuKO04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LeeKOD04,
author = {Martin M. S. Lee and
S. Sathiya Keerthi and
Chong Jin Ong and
Dennis DeCoste},
title = {An efficient method for computing leave-one-out error in support vector
machines with Gaussian kernels},
journal = {{IEEE} Trans. Neural Networks},
volume = {15},
number = {3},
pages = {750--757},
year = {2004},
url = {https://doi.org/10.1109/TNN.2004.824266},
doi = {10.1109/TNN.2004.824266},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LeeKOD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ShevadeSK04,
author = {Shirish K. Shevade and
S. Sundararajan and
S. Sathiya Keerthi},
editor = {Nikhil R. Pal and
Nikola K. Kasabov and
Rajani K. Mudi and
Srimanta Pal and
Swapan K. Parui},
title = {Predictive Approaches for Sparse Model Learning},
booktitle = {Neural Information Processing, 11th International Conference, {ICONIP}
2004, Calcutta, India, November 22-25, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3316},
pages = {434--439},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30499-9\_66},
doi = {10.1007/978-3-540-30499-9\_66},
timestamp = {Thu, 04 Jun 2020 19:07:58 +0200},
biburl = {https://dblp.org/rec/conf/iconip/ShevadeSK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ShevadeK03,
author = {Shirish K. Shevade and
S. Sathiya Keerthi},
title = {A simple and efficient algorithm for gene selection using sparse logistic
regression},
journal = {Bioinform.},
volume = {19},
number = {17},
pages = {2246--2253},
year = {2003},
url = {https://doi.org/10.1093/bioinformatics/btg308},
doi = {10.1093/BIOINFORMATICS/BTG308},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/ShevadeK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/DuanKP03,
author = {Kaibo Duan and
S. Sathiya Keerthi and
Aun Neow Poo},
title = {Evaluation of simple performance measures for tuning {SVM} hyperparameters},
journal = {Neurocomputing},
volume = {51},
pages = {41--59},
year = {2003},
url = {https://doi.org/10.1016/S0925-2312(02)00601-X},
doi = {10.1016/S0925-2312(02)00601-X},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/DuanKP03.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/KeerthiS03,
author = {S. Sathiya Keerthi and
Shirish K. Shevade},
title = {{SMO} Algorithm for Least-Squares {SVM} Formulation},
journal = {Neural Comput.},
volume = {15},
number = {2},
pages = {487--507},
year = {2003},
url = {https://doi.org/10.1162/089976603762553013},
doi = {10.1162/089976603762553013},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/KeerthiS03.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/ChuKO03,
author = {Wei Chu and
S. Sathiya Keerthi and
Chong Jin Ong},
title = {Bayesian Trigonometric Support Vector Classifier},
journal = {Neural Comput.},
volume = {15},
number = {9},
pages = {2227--2254},
year = {2003},
url = {https://doi.org/10.1162/089976603322297368},
doi = {10.1162/089976603322297368},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/ChuKO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/ShiEMSLLKO03,
author = {Min Shi and
David S. Edwin and
Rakesh Menon and
Lixiang Shen and
Jonathan Y. K. Lim and
Han Tong Loh and
S. Sathiya Keerthi and
Chong Jin Ong},
editor = {Fabrizio Sebastiani},
title = {A Machine Learning Approach for the Curation of Biomedical Literature},
booktitle = {Advances in Information Retrieval, 25th European Conference on {IR}
Research, {ECIR} 2003, Pisa, Italy, April 14-16, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2633},
pages = {597--604},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-36618-0\_47},
doi = {10.1007/3-540-36618-0\_47},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/ecir/ShiEMSLLKO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/MenonTSB03,
author = {Rakesh Menon and
Han Tong Loh and
S. Sathiya Keerthi and
Aarnout Brombacher},
editor = {Vasile Palade and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Automated Text Classification for Fast Feedback - Investigating the
Effects of Document Representation},
booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 7th
International Conference, {KES} 2003, Oxford, UK, September 3-5, 2003,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {2774},
pages = {1008--1014},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45226-3\_138},
doi = {10.1007/978-3-540-45226-3\_138},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/kes/MenonTSB03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/DuanKCSP03,
author = {Kaibo Duan and
S. Sathiya Keerthi and
Wei Chu and
Shirish Krishnaj Shevade and
Aun Neow Poo},
editor = {Terry Windeatt and
Fabio Roli},
title = {Multi-category Classification by Soft-Max Combination of Binary Classifiers},
booktitle = {Multiple Classifier Systems, 4th International Workshop, {MCS} 2003,
Guilford, UK, June 11-13, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2709},
pages = {125--134},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44938-8\_13},
doi = {10.1007/3-540-44938-8\_13},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/mcs/DuanKCSP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KeerthiG02,
author = {S. Sathiya Keerthi and
Elmer G. Gilbert},
title = {Convergence of a Generalized {SMO} Algorithm for {SVM} Classifier
Design},
journal = {Mach. Learn.},
volume = {46},
number = {1-3},
pages = {351--360},
year = {2002},
url = {https://doi.org/10.1023/A:1012431217818},
doi = {10.1023/A:1012431217818},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/KeerthiG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/KeerthiOSLCSEMSLL02,
author = {S. Sathiya Keerthi and
Chong Jin Ong and
Keng Boon Siah and
David B. L. Lim and
Wei Chu and
Min Shi and
David S. Edwin and
Rakesh Menon and
Lixiang Shen and
Jonathan Y. K. Lim and
Han Tong Loh},
title = {A Machine Learning Approach for the Curation of Biomedical Literature
- {KDD} Cup 2002 (Task 1)},
journal = {{SIGKDD} Explor.},
volume = {4},
number = {2},
pages = {93--94},
year = {2002},
url = {https://doi.org/10.1145/772862.772875},
doi = {10.1145/772862.772875},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/KeerthiOSLCSEMSLL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Keerthi02,
author = {S. Sathiya Keerthi},
title = {Efficient tuning of {SVM} hyperparameters using radius/margin bound
and iterative algorithms},
journal = {{IEEE} Trans. Neural Networks},
volume = {13},
number = {5},
pages = {1225--1229},
year = {2002},
url = {https://doi.org/10.1109/TNN.2002.1031955},
doi = {10.1109/TNN.2002.1031955},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Keerthi02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEisic/JahagirdarKA02,
author = {Harshad Jahagirdar and
S. Sathiya Keerthi and
Marcelo H. Ang Jr.},
title = {Reference governor control of constrained feedback systems using neural
networks},
booktitle = {Proceedings of the 2002 {IEEE} International Symposium on Intelligent
Control, {ISIC} 2002, Vancouver, BC, Canada, October 27-30, 2002},
pages = {223--227},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ISIC.2002.1157766},
doi = {10.1109/ISIC.2002.1157766},
timestamp = {Mon, 17 Jul 2023 10:53:50 +0200},
biburl = {https://dblp.org/rec/conf/IEEEisic/JahagirdarKA02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KeerthiDSP02,
author = {S. Sathiya Keerthi and
Kaibo Duan and
Shirish K. Shevade and
Aun Neow Poo},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {A Fast Dual Algorithm for Kernel Logistic Regression},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {299--306},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KeerthiDSP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/BhattacharyyaK01,
author = {Chiranjib Bhattacharyya and
S. Sathiya Keerthi},
title = {Mean Field Methods for a Special Class of Belief Networks},
journal = {J. Artif. Intell. Res.},
volume = {15},
pages = {91--114},
year = {2001},
url = {https://doi.org/10.1613/jair.734},
doi = {10.1613/JAIR.734},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/BhattacharyyaK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfr/SridharanK01,
author = {K. Sridharan and
S. Sathiya Keerthi},
title = {Computation of a penetration measure between 3D convex polyhedral
objects for collision detection},
journal = {J. Field Robotics},
volume = {18},
number = {11},
pages = {623--631},
year = {2001},
url = {https://doi.org/10.1002/rob.8101},
doi = {10.1002/ROB.8101},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jfr/SridharanK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/KeerthiSBM01,
author = {S. Sathiya Keerthi and
Shirish K. Shevade and
Chiranjib Bhattacharyya and
K. R. K. Murthy},
title = {Improvements to Platt's {SMO} Algorithm for {SVM} Classifier Design},
journal = {Neural Comput.},
volume = {13},
number = {3},
pages = {637--649},
year = {2001},
url = {https://doi.org/10.1162/089976601300014493},
doi = {10.1162/089976601300014493},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/KeerthiSBM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/SundararajanK01,
author = {S. Sundararajan and
S. Sathiya Keerthi},
title = {Predictive Approaches for Choosing Hyperparameters in Gaussian Processes},
journal = {Neural Comput.},
volume = {13},
number = {5},
pages = {1103--1118},
year = {2001},
url = {https://doi.org/10.1162/08997660151134343},
doi = {10.1162/08997660151134343},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SundararajanK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/MurthyKM01,
author = {K. R. K. Murthy and
S. Sathiya Keerthi and
M. Narasimha Murty},
title = {Rule prepending and post-pruning approach to incremental learning
of decision lists},
journal = {Pattern Recognit.},
volume = {34},
number = {8},
pages = {1697--1699},
year = {2001},
url = {https://doi.org/10.1016/S0031-3203(01)00015-2},
doi = {10.1016/S0031-3203(01)00015-2},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/MurthyKM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChuKO01,
author = {Wei Chu and
S. Sathiya Keerthi and
Chong Jin Ong},
editor = {Carla E. Brodley and
Andrea Pohoreckyj Danyluk},
title = {A Unified Loss Function in Bayesian Framework for Support Vector Regression},
booktitle = {Proceedings of the Eighteenth International Conference on Machine
Learning {(ICML} 2001), Williams College, Williamstown, MA, USA, June
28 - July 1, 2001},
pages = {51--58},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Wed, 27 Nov 2002 10:53:35 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChuKO01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/KeerthiSBM00,
author = {S. Sathiya Keerthi and
Shirish K. Shevade and
Chiranjib Bhattacharyya and
K. R. K. Murthy},
title = {A fast iterative nearest point algorithm for support vector machine
classifier design},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {11},
number = {1},
pages = {124--136},
year = {2000},
url = {https://doi.org/10.1109/72.822516},
doi = {10.1109/72.822516},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/KeerthiSBM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ShevadeKBM00,
author = {Shirish K. Shevade and
S. Sathiya Keerthi and
Chiranjib Bhattacharyya and
K. R. K. Murthy},
title = {Improvements to the {SMO} algorithm for {SVM} regression},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {11},
number = {5},
pages = {1188--1193},
year = {2000},
url = {https://doi.org/10.1109/72.870050},
doi = {10.1109/72.870050},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ShevadeKBM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/BabuMK00,
author = {G. Phanendra Babu and
M. Narasimha Murty and
S. Sathiya Keerthi},
title = {A stochastic connectionist approach for global optimization with application
to pattern clustering},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {30},
number = {1},
pages = {10--24},
year = {2000},
url = {https://doi.org/10.1109/3477.826943},
doi = {10.1109/3477.826943},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/BabuMK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BhattacharyyaK00,
author = {Chiranjib Bhattacharyya and
S. Sathiya Keerthi},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {A Variational Mean-Field Theory for Sigmoidal Belief Networks},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {374--380},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/e74c0d42b4433905293aab661fcf8ddb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BhattacharyyaK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/SundaresanK99,
author = {C. S. Sundaresan and
S. Sathiya Keerthi},
title = {A Study of Representations for Pen based Handwriting Recognition of
Tamil Characters},
booktitle = {Fifth International Conference on Document Analysis and Recognition,
{ICDAR} 1999, 20-22 September, 1999, Bangalore, India},
pages = {422--425},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/ICDAR.1999.791814},
doi = {10.1109/ICDAR.1999.791814},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdar/SundaresanK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/MurthyK99,
author = {K. R. K. Murthy and
S. Sathiya Keerthi},
title = {Context Filters for Document-based Information Filtering},
booktitle = {Fifth International Conference on Document Analysis and Recognition,
{ICDAR} 1999, 20-22 September, 1999, Bangalore, India},
pages = {709--712},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/ICDAR.1999.791886},
doi = {10.1109/ICDAR.1999.791886},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdar/MurthyK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KeerthiOHG99,
author = {S. Sathiya Keerthi and
Chong Jin Ong and
Eugene Huang and
Elmer G. Gilbert},
title = {EquiDistance Diagram: {A} New Roadmap Method for Path Planning},
booktitle = {1999 {IEEE} International Conference on Robotics and Automation, Marriott
Hotel, Renaissance Center, Detroit, Michigan, USA, May 10-15, 1999,
Proceedings},
pages = {682--687},
publisher = {{IEEE} Robotics and Automation Society},
year = {1999},
url = {https://doi.org/10.1109/ROBOT.1999.770054},
doi = {10.1109/ROBOT.1999.770054},
timestamp = {Wed, 20 Jun 2018 17:51:11 +0200},
biburl = {https://dblp.org/rec/conf/icra/KeerthiOHG99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SundararajanK99,
author = {S. Sundararajan and
S. Sathiya Keerthi},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Predictive App roaches for Choosing Hyperparameters in Gaussian Processes},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {631--637},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1767-predictive-app-roaches-for-choosing-hyperparameters-in-gaussian-processes},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SundararajanK99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/SudarsanK98,
author = {Rachuri Sudarsan and
S. Sathiya Keerthi},
title = {Numerical approaches for solution of differential equations on manifolds},
journal = {Appl. Math. Comput.},
volume = {92},
number = {2-3},
pages = {153--193},
year = {1998},
url = {https://doi.org/10.1016/S0096-3003(97)10065-0},
doi = {10.1016/S0096-3003(97)10065-0},
timestamp = {Thu, 07 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/amc/SudarsanK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/SudarsanK98a,
author = {Rachuri Sudarsan and
S. Sathiya Keerthi},
title = {An efficient approach for the numerical simulation of multibody systems},
journal = {Appl. Math. Comput.},
volume = {92},
number = {2-3},
pages = {195--218},
year = {1998},
url = {https://doi.org/10.1016/S0096-3003(97)10041-8},
doi = {10.1016/S0096-3003(97)10041-8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/amc/SudarsanK98a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/DeodhareVK98,
author = {Dipti Deodhare and
M. Vidyasagar and
S. Sathiya Keerthi},
title = {Synthesis of fault-tolerant feedforward neural networks using minimax
optimization},
journal = {{IEEE} Trans. Neural Networks},
volume = {9},
number = {5},
pages = {891--900},
year = {1998},
url = {https://doi.org/10.1109/72.712162},
doi = {10.1109/72.712162},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/DeodhareVK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/KeerthiP95,
author = {S. Sathiya Keerthi and
Makarand S. Phatak},
title = {Regional pole placement of multivariable systems under control structure
constraints},
journal = {{IEEE} Trans. Autom. Control.},
volume = {40},
number = {2},
pages = {272--276},
year = {1995},
url = {https://doi.org/10.1109/9.341791},
doi = {10.1109/9.341791},
timestamp = {Thu, 30 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/KeerthiP95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/DattasharmaK95,
author = {Abhi Dattasharma and
S. Sathiya Keerthi},
title = {An Augmented Voronoi Roadmap for 3D Translational Motion Planning
for a Convex Polyhedron Moving Amidst Convex Polyhedral Obstacles},
journal = {Theor. Comput. Sci.},
volume = {140},
number = {2},
pages = {205--230},
year = {1995},
url = {https://doi.org/10.1016/0304-3975(94)00191-K},
doi = {10.1016/0304-3975(94)00191-K},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/DattasharmaK95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/ChandruDKSV95,
author = {Vijay Chandru and
Abhi Dattasharma and
S. Sathiya Keerthi and
N. K. Sancheti and
V. Vinay},
editor = {Kenneth L. Clarkson},
title = {Algorithms for the Optimal Loading of Recursive Neural Nets},
booktitle = {Proceedings of the Sixth Annual {ACM-SIAM} Symposium on Discrete Algorithms,
22-24 January 1995. San Francisco, California, {USA}},
pages = {342--349},
publisher = {{ACM/SIAM}},
year = {1995},
url = {http://dl.acm.org/citation.cfm?id=313651.313716},
timestamp = {Thu, 05 Jul 2018 07:29:25 +0200},
biburl = {https://dblp.org/rec/conf/soda/ChandruDKSV95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipl/SridharanSCK94,
author = {K. Sridharan and
Harry E. Stephanou and
K. C. Craig and
S. Sathiya Keerthi},
title = {Distance Measures on Intersecting Objects and Their Applications},
journal = {Inf. Process. Lett.},
volume = {51},
number = {4},
pages = {181--188},
year = {1994},
url = {https://doi.org/10.1016/0020-0190(94)00092-1},
doi = {10.1016/0020-0190(94)00092-1},
timestamp = {Wed, 07 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipl/SridharanSCK94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cccg/DattasharmaK93,
author = {Abhi Dattasharma and
S. Sathiya Keerthi},
title = {Translational Motion Planning for a Convex Polyhedron in a 3D Polyhedral
World Using an Efficient and New Roadmap},
booktitle = {Proceedings of the 5th Canadian Conference on Computational Geometry,
Waterloo, Ontario, Canada, August 1993},
pages = {449--454},
publisher = {University of Waterloo},
year = {1993},
timestamp = {Wed, 19 May 2021 16:29:07 +0200},
biburl = {https://dblp.org/rec/conf/cccg/DattasharmaK93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SridharanSK93,
author = {K. Sridharan and
Harry E. Stephanou and
S. Sathiya Keerthi},
title = {On Computing a Distance Measure for Path Planning},
booktitle = {Proceedings of the 1993 {IEEE} International Conference on Robotics
and Automation, Atlanta, Georgia, USA, May 1993},
pages = {554--559},
publisher = {{IEEE} Computer Society Press},
year = {1993},
url = {https://doi.org/10.1109/ROBOT.1993.292037},
doi = {10.1109/ROBOT.1993.292037},
timestamp = {Fri, 13 Aug 2021 09:26:01 +0200},
biburl = {https://dblp.org/rec/conf/icra/SridharanSK93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SamuelK93,
author = {Sudhaker Samuel and
S. Sathiya Keerthi},
title = {Numerical Determination of Optimal Non-Holonomic Paths in the Presence
of Obstacles},
booktitle = {Proceedings of the 1993 {IEEE} International Conference on Robotics
and Automation, Atlanta, Georgia, USA, May 1993},
pages = {826--831},
publisher = {{IEEE} Computer Society Press},
year = {1993},
url = {https://doi.org/10.1109/ROBOT.1993.292079},
doi = {10.1109/ROBOT.1993.292079},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/SamuelK93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/MurthyK93,
author = {Nukala V. R. K. N. Murthy and
S. Sathiya Keerthi},
title = {Optimal Control of a Somersaulting Platform Diver: {A} Numerical Approach},
booktitle = {Proceedings of the 1993 {IEEE} International Conference on Robotics
and Automation, Atlanta, Georgia, USA, May 1993},
pages = {1013--1018},
publisher = {{IEEE} Computer Society Press},
year = {1993},
url = {https://doi.org/10.1109/ROBOT.1993.292108},
doi = {10.1109/ROBOT.1993.292108},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/MurthyK93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/PhatakK92,
author = {Makarand S. Phatak and
S. Sathiya Keerthi},
title = {A homotopy approach for stabilizing single-input systems with control
structure constraints},
journal = {Autom.},
volume = {28},
number = {5},
pages = {981--987},
year = {1992},
url = {https://doi.org/10.1016/0005-1098(92)90151-5},
doi = {10.1016/0005-1098(92)90151-5},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/automatica/PhatakK92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KeerthiSS92,
author = {S. Sathiya Keerthi and
Rachuri Sudarsan and
N. K. Sancheti},
title = {A new approach to the numerical solution of constrained mechanical
system dynamics},
booktitle = {Proceedings of the 1992 {IEEE} International Conference on Robotics
and Automation, Nice, France, May 12-14, 1992},
pages = {293--298},
publisher = {{IEEE} Computer Society},
year = {1992},
url = {https://doi.org/10.1109/ROBOT.1992.220248},
doi = {10.1109/ROBOT.1992.220248},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/KeerthiSS92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/ShashikalaSK92,
author = {H. Shashikala and
N. K. Sancheti and
S. Sathiya Keerthi},
title = {Path planning: an approach based on connecting all the minimizers
and maximizers of a potential function},
booktitle = {Proceedings of the 1992 {IEEE} International Conference on Robotics
and Automation, Nice, France, May 12-14, 1992},
pages = {2309--2314},
publisher = {{IEEE} Computer Society},
year = {1992},
url = {https://doi.org/10.1109/ROBOT.1992.219915},
doi = {10.1109/ROBOT.1992.219915},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/ShashikalaSK92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SanchetiK92,
author = {N. K. Sancheti and
S. Sathiya Keerthi},
title = {Computation of certain measures of proximity between convex polytopes:
a complexity viewpoint},
booktitle = {Proceedings of the 1992 {IEEE} International Conference on Robotics
and Automation, Nice, France, May 12-14, 1992},
pages = {2508--2513},
publisher = {{IEEE} Computer Society},
year = {1992},
url = {https://doi.org/10.1109/ROBOT.1992.220064},
doi = {10.1109/ROBOT.1992.220064},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/SanchetiK92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trob/GilbertJK88,
author = {Elmer G. Gilbert and
Daniel W. Johnson and
S. Sathiya Keerthi},
title = {A fast procedure for computing the distance between complex objects
in three-dimensional space},
journal = {{IEEE} J. Robotics Autom.},
volume = {4},
number = {2},
pages = {193--203},
year = {1988},
url = {https://doi.org/10.1109/56.2083},
doi = {10.1109/56.2083},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/trob/GilbertJK88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/GilbertJK87,
author = {Elmer G. Gilbert and
Daniel W. Johnson and
S. Sathiya Keerthi},
title = {A fast procedure for computing the distance between complex objects
in three space},
booktitle = {Proceedings of the 1987 {IEEE} International Conference on Robotics
and Automation, Raleigh, North Carolina, USA, March 31 - April 3,
1987},
pages = {1883--1889},
publisher = {{IEEE}},
year = {1987},
url = {https://doi.org/10.1109/ROBOT.1987.1087825},
doi = {10.1109/ROBOT.1987.1087825},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/GilbertJK87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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