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ORCIDBibTeX records: Balaji Krishnapuram
@article{DBLP:journals/sigkdd/Krishnapuram19,
author = {Balaji Krishnapuram},
title = {An Interview with Dr. Balaji Krishnapuram, Winner of {SIGKDD} Service
Award},
journal = {{SIGKDD} Explor.},
volume = {21},
number = {2},
pages = {1--2},
year = {2019},
url = {https://doi.org/10.1145/3373464.3373466},
doi = {10.1145/3373464.3373466},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/Krishnapuram19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2016,
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672},
doi = {10.1145/2939672},
isbn = {978-1-4503-4232-2},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/YuFEFAK15,
author = {Shipeng Yu and
Faisal Farooq and
Alexander Van Esbroeck and
Glenn Fung and
Vikram Anand and
Balaji Krishnapuram},
title = {Predicting readmission risk with institution-specific prediction models},
journal = {Artif. Intell. Medicine},
volume = {65},
number = {2},
pages = {89--96},
year = {2015},
url = {https://doi.org/10.1016/j.artmed.2015.08.005},
doi = {10.1016/J.ARTMED.2015.08.005},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/YuFEFAK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/YuEFFAK13,
author = {Shipeng Yu and
Alexander Van Esbroeck and
Faisal Farooq and
Glenn Fung and
Vikram Anand and
Balaji Krishnapuram},
title = {Predicting Readmission Risk with Institution Specific Prediction Models},
booktitle = {{IEEE} International Conference on Healthcare Informatics, {ICHI}
2013, 9-11 September, 2013, Philadelphia, PA, {USA}},
pages = {415--420},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICHI.2013.57},
doi = {10.1109/ICHI.2013.57},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/YuEFFAK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sighit/FarooqYKR12,
author = {Faisal Farooq and
Shipeng Yu and
Balaji Krishnapuram and
Bharat Rao},
title = {Knowledge discovery system for automated quality abstraction},
journal = {{SIGHIT} Rec.},
volume = {2},
number = {1},
pages = {17},
year = {2012},
url = {https://doi.org/10.1145/2180796.2180809},
doi = {10.1145/2180796.2180809},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sighit/FarooqYKR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/YuFFKEA12,
author = {Shipeng Yu and
Faisal Farooq and
Glenn Fung and
Balaji Krishnapuram and
Alexander Van Esbroeck and
Vikram Anand},
title = {Building Hospital-Specific Readmission Risk Prediction Models for
Heart Failure, Acute Myocardial Infarction and Pneumonia patients},
booktitle = {{AMIA} 2012, American Medical Informatics Association Annual Symposium,
Chicago, Illinois, USA, November 3-7, 2012},
publisher = {{AMIA}},
year = {2012},
url = {https://knowledge.amia.org/amia-55142-a2012a-1.636547/t-006-1.640361/f-001-1.640362/a-280-1.640369/a-281-1.640366},
timestamp = {Wed, 04 Aug 2021 11:13:05 +0200},
biburl = {https://dblp.org/rec/conf/amia/YuFFKEA12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/YuKRR11,
author = {Shipeng Yu and
Balaji Krishnapuram and
R{\'{o}}mer Rosales and
R. Bharat Rao},
title = {Bayesian Co-Training},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {2649--2680},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2078190},
doi = {10.5555/1953048.2078190},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuKRR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sighit/FarooqKRYSK11,
author = {Faisal Farooq and
Balaji Krishnapuram and
R{\'{o}}mer Rosales and
Shipeng Yu and
Jude W. Shavlik and
Raju Kucherlapati},
title = {Predictive Models in Personalized Medicine: Neural Information Processing
Systems (NIPS), 2010 workshop report},
journal = {{SIGHIT} Rec.},
volume = {1},
number = {1},
pages = {23--25},
year = {2011},
url = {https://doi.org/10.1145/1971706.1971714},
doi = {10.1145/1971706.1971714},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sighit/FarooqKRYSK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RaykarKY10,
author = {Vikas C. Raykar and
Balaji Krishnapuram and
Shipeng Yu},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Designing efficient cascaded classifiers: tradeoff between accuracy
and cost},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {853--860},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835912},
doi = {10.1145/1835804.1835912},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/RaykarKY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2010,
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
publisher = {{ACM}},
year = {2010},
isbn = {978-1-4503-0055-1},
timestamp = {Wed, 11 Dec 2013 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/VuralFKDR09,
author = {Volkan Vural and
Glenn Fung and
Balaji Krishnapuram and
Jennifer G. Dy and
R. Bharat Rao},
title = {Using Local Dependencies within Batches to Improve Large Margin Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {183--206},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577077},
doi = {10.5555/1577069.1577077},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/VuralFKDR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/YuKRR09,
author = {Shipeng Yu and
Balaji Krishnapuram and
R{\'{o}}mer Rosales and
R. Bharat Rao},
editor = {David A. Van Dyk and
Max Welling},
title = {Active Sensing},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {639--646},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/yu09a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/YuKRR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/RaykarDK08,
author = {Vikas C. Raykar and
Ramani Duraiswami and
Balaji Krishnapuram},
title = {A Fast Algorithm for Learning a Ranking Function from Large-Scale
Data Sets},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {30},
number = {7},
pages = {1158--1170},
year = {2008},
url = {https://doi.org/10.1109/TPAMI.2007.70776},
doi = {10.1109/TPAMI.2007.70776},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/RaykarDK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/RaoYK08,
author = {R. Bharat Rao and
Oksana Yakhnenko and
Balaji Krishnapuram},
title = {{KDD} cup 2008 and the workshop on mining medical data},
journal = {{SIGKDD} Explor.},
volume = {10},
number = {2},
pages = {34--38},
year = {2008},
url = {https://doi.org/10.1145/1540276.1540288},
doi = {10.1145/1540276.1540288},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/RaoYK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/DundarFKR08,
author = {Murat Dundar and
Glenn Fung and
Balaji Krishnapuram and
R. Bharat Rao},
title = {Multiple-Instance Learning Algorithms for Computer-Aided Detection},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {55},
number = {3},
pages = {1015--1021},
year = {2008},
url = {https://doi.org/10.1109/TBME.2007.909544},
doi = {10.1109/TBME.2007.909544},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/DundarFKR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaykarKBDR08,
author = {Vikas C. Raykar and
Balaji Krishnapuram and
Jinbo Bi and
Murat Dundar and
R. Bharat Rao},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Bayesian multiple instance learning: automatic feature selection and
inductive transfer},
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 = {808--815},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390258},
doi = {10.1145/1390156.1390258},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RaykarKBDR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mammo/KrishnapuramSRRBRMSAM08,
author = {Balaji Krishnapuram and
Jonathan Stoeckel and
Vikas C. Raykar and
R. Bharat Rao and
Philippe Bamberger and
Eli Ratner and
Nicolas Merlet and
Inna Stainvas and
Menahem Abramov and
Alexandra Manevitch},
editor = {Elizabeth A. Krupinski},
title = {Multiple-Instance Learning Improves {CAD} Detection of Masses in Digital
Mammography},
booktitle = {Digital Mammography, 9th International Workshop, {IWDM} 2008, Tucson,
AZ, USA, July 20-23, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5116},
pages = {350--357},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-70538-3\_49},
doi = {10.1007/978-3-540-70538-3\_49},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mammo/KrishnapuramSRRBRMSAM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mammo/LeichterLRMFKB08,
author = {Isaac Leichter and
Richard Lederman and
Eli Ratner and
Nicolas Merlet and
Glenn Fung and
Balaji Krishnapuram and
Philippe Bamberger},
editor = {Elizabeth A. Krupinski},
title = {Does a Mammography {CAD} Algorithm with Varying Filtering Levels of
Detection Marks, Used to Reduce the False Mark Rate, Adversely Affect
the Detection of Small Masses?},
booktitle = {Digital Mammography, 9th International Workshop, {IWDM} 2008, Tucson,
AZ, USA, July 20-23, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5116},
pages = {504--509},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-70538-3\_70},
doi = {10.1007/978-3-540-70538-3\_70},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mammo/LeichterLRMFKB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/XueLCK07,
author = {Ya Xue and
Xuejun Liao and
Lawrence Carin and
Balaji Krishnapuram},
title = {Multi-Task Learning for Classification with Dirichlet Process Priors},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {35--63},
year = {2007},
url = {http://jmlr.org/papers/v8/xue07a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/XueLCK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WilliamsLXCK07,
author = {David Williams and
Xuejun Liao and
Ya Xue and
Lawrence Carin and
Balaji Krishnapuram},
title = {On Classification with Incomplete Data},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {29},
number = {3},
pages = {427--436},
year = {2007},
url = {https://doi.org/10.1109/TPAMI.2007.52},
doi = {10.1109/TPAMI.2007.52},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/WilliamsLXCK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DundarKBR07,
author = {Murat Dundar and
Balaji Krishnapuram and
Jinbo Bi and
R. Bharat Rao},
editor = {Manuela M. Veloso},
title = {Learning Classifiers When the Training Data Is Not {IID}},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {756--761},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/121.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DundarKBR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/DundarK0LBBR07,
author = {Murat Dundar and
Balaji Krishnapuram and
Matthias Wolf and
Sarang Lakare and
Luca Bogoni and
Jinbo Bi and
R. Bharat Rao},
editor = {Maryellen L. Giger and
Nico Karssemeijer},
title = {Training a {CAD} classifier with correlated data},
booktitle = {Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, CA, United
States, 17-22 February 2007},
series = {{SPIE} Proceedings},
volume = {6514},
pages = {65140H},
publisher = {{SPIE}},
year = {2007},
url = {https://doi.org/10.1117/12.709536},
doi = {10.1117/12.709536},
timestamp = {Wed, 16 May 2018 11:22:34 +0200},
biburl = {https://dblp.org/rec/conf/micad/DundarK0LBBR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RaykarSKDL07,
author = {Vikas C. Raykar and
Harald Steck and
Balaji Krishnapuram and
Cary Dehing{-}Oberije and
Philippe Lambin},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {On Ranking in Survival Analysis: Bounds on the Concordance Index},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1209--1216},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/33e8075e9970de0cfea955afd4644bb2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RaykarSKDL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuKRSR07,
author = {Shipeng Yu and
Balaji Krishnapuram and
R{\'{o}}mer Rosales and
Harald Steck and
R. Bharat Rao},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Bayesian Co-Training},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1665--1672},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/d54ce9de9df77c579775a7b6b1a4bdc0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YuKRSR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RaykarDK07,
author = {Vikas C. Raykar and
Ramani Duraiswami and
Balaji Krishnapuram},
editor = {Marina Meila and
Xiaotong Shen},
title = {A fast algorithm for learning large scale preference relations},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {388--395},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/raykar07a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RaykarDK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/JiKC06,
author = {Shihao Ji and
Balaji Krishnapuram and
Lawrence Carin},
title = {Variational Bayes for Continuous Hidden Markov Models and Its Application
to Active Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {28},
number = {4},
pages = {522--532},
year = {2006},
url = {https://doi.org/10.1109/TPAMI.2006.85},
doi = {10.1109/TPAMI.2006.85},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/JiKC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/VuralFKDR06,
author = {Volkan Vural and
Glenn Fung and
Balaji Krishnapuram and
Jennifer G. Dy and
R. Bharat Rao},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Batch Classification with Applications in Computer Aided Diagnosis},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {449--460},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_43},
doi = {10.1007/11871842\_43},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/VuralFKDR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mammo/FungKMRBSR06,
author = {Glenn Fung and
Balaji Krishnapuram and
Nicolas Merlet and
Eli Ratner and
Philippe Bamberger and
Jonathan Stoeckel and
R. Bharat Rao},
editor = {Susan M. Astley and
Michael Brady and
Chris Rose and
Reyer Zwiggelaar},
title = {Addressing Image Variability While Learning Classifiers for Detecting
Clusters of Micro-calcifications},
booktitle = {Digital Mammography, 8th International Workshop, {IWDM} 2006, Manchester,
UK, June 18-21, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4046},
pages = {84--91},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11783237\_12},
doi = {10.1007/11783237\_12},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mammo/FungKMRBSR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FungDKR06,
author = {Glenn Fung and
Murat Dundar and
Balaji Krishnapuram and
R. Bharat Rao},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Multiple Instance Learning for Computer Aided Diagnosis},
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 = {425--432},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/7c78335a8924215ea5c22fda1aac7b75-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FungDKR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KrishnapuramCFH04,
author = {Balaji Krishnapuram and
Lawrence Carin and
M{\'{a}}rio A. T. Figueiredo and
Alexander J. Hartemink},
title = {Sparse Multinomial Logistic Regression: Fast Algorithms and Generalization
Bounds},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {27},
number = {6},
pages = {957--968},
year = {2005},
url = {https://doi.org/10.1109/TPAMI.2005.127},
doi = {10.1109/TPAMI.2005.127},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/KrishnapuramCFH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FungRK05,
author = {Glenn Fung and
R{\'{o}}mer Rosales and
Balaji Krishnapuram},
title = {Learning Rankings via Convex Hull Separation},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {395--402},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/4ab52371762b735317125e6446a51e8f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FungRK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/KrishnapuramCH04,
author = {Balaji Krishnapuram and
Lawrence Carin and
Alexander J. Hartemink},
title = {Joint Classifier and Feature Optimization for Comprehensive Cancer
Diagnosis Using Gene Expression Data},
journal = {J. Comput. Biol.},
volume = {11},
number = {2/3},
pages = {227--242},
year = {2004},
url = {https://doi.org/10.1089/1066527041410463},
doi = {10.1089/1066527041410463},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/KrishnapuramCH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KrishnapuramHCF04,
author = {Balaji Krishnapuram and
Alexander J. Hartemink and
Lawrence Carin and
M{\'{a}}rio A. T. Figueiredo},
title = {A Bayesian Approach to Joint Feature Selection and Classifier Design},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {26},
number = {9},
pages = {1105--1111},
year = {2004},
url = {https://doi.org/10.1109/TPAMI.2004.55},
doi = {10.1109/TPAMI.2004.55},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/KrishnapuramHCF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiaoLK04,
author = {Xuejun Liao and
Hui Li and
Balaji Krishnapuram},
title = {An M-ary {KMP} classifier for multi-aspect target classification},
booktitle = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
pages = {61--64},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICASSP.2004.1326194},
doi = {10.1109/ICASSP.2004.1326194},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiaoLK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icfhr/KrishnapuramBS04,
author = {Balaji Krishnapuram and
Christopher M. Bishop and
Martin Szummer},
title = {Generative models and Bayesian model comparison for shape recognition},
booktitle = {Ninth International Workshop on Frontiers in Handwriting Recognition,
{IWFHR-9} 2004, Kokubunji, Tokyo, Japan, October 26-29, 2004},
pages = {20--25},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/IWFHR.2004.46},
doi = {10.1109/IWFHR.2004.46},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icfhr/KrishnapuramBS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KrishnapuramWXHCF04,
author = {Balaji Krishnapuram and
David Williams and
Ya Xue and
Alexander J. Hartemink and
Lawrence Carin and
M{\'{a}}rio A. T. Figueiredo},
title = {On Semi-Supervised Classification},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {721--728},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/7aee26c309def8c5a2a076eb250b8f36-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KrishnapuramWXHCF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/KrishnapuramCH03,
author = {Balaji Krishnapuram and
Lawrence Carin and
Alexander J. Hartemink},
editor = {Martin Vingron and
Sorin Istrail and
Pavel A. Pevzner and
Michael S. Waterman and
Webb Miller},
title = {Joint classifier and feature optimization for cancer diagnosis using
gene expression data},
booktitle = {Proceedings of the Sventh Annual International Conference on Computational
Biology, {RECOMB} 2003, Berlin, Germany, April 10-13, 2003},
pages = {167--175},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/640075.640097},
doi = {10.1145/640075.640097},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recomb/KrishnapuramCH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KrishnapuramC02,
author = {Balaji Krishnapuram and
Lawrence Carin},
title = {Support Vector Machines for improved multiaspect target recognition
using the fisher kernel scores of Hidden Markov Models},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida,
{USA}},
pages = {2989--2992},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ICASSP.2002.5745277},
doi = {10.1109/ICASSP.2002.5745277},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KrishnapuramC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcis/KrishnapuramC02,
author = {Balaji Krishnapuram and
Lawrence Carin},
editor = {H. John Caulfield and
Shu{-}Heng Chen and
Heng{-}Da Cheng and
Richard J. Duro and
Vasant G. Honavar and
Etienne E. Kerre and
Mi Lu and
Manuel Gra{\~{n}}a Romay and
Timothy K. Shih and
Dan Ventura and
Paul P. Wang and
Yuanyuan Yang},
title = {Support Vector Machines for Improved Multiaspect Target Recognition
Using the Fisher Scores of Hidden Markov Models},
booktitle = {Proceedings of the 6th Joint Conference on Information Science, March
8-13, 2002, Research Triangle Park, North Carolina, {USA}},
pages = {354--357},
publisher = {{JCIS} / Association for Intelligent Machinery, Inc.},
year = {2002},
timestamp = {Mon, 13 Nov 2017 18:15:11 +0100},
biburl = {https://dblp.org/rec/conf/jcis/KrishnapuramC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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