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ORCIDBibTeX records: Sandhya Tripathi
@inproceedings{DBLP:conf/comad/TripathiK24,
author = {Sandhya Tripathi and
Christopher Ryan King},
editor = {Sriraam Natarajan and
Indrajit Bhattacharya and
Richa Singh and
Arun Kumar and
Sayan Ranu and
Kalika Bali and
Abinaya K},
title = {Contrastive learning: Big Data Foundations and Applications},
booktitle = {Proceedings of the 7th Joint International Conference on Data Science
{\&} Management of Data (11th {ACM} {IKDD} {CODS} and 29th COMAD),
Bangalore, India, January 4-7, 2024},
pages = {493--497},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3632410.3633291},
doi = {10.1145/3632410.3633291},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/TripathiK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/AbdelhackZTFFACK23,
author = {Mohamed Abdelhack and
Jiaming Zhang and
Sandhya Tripathi and
Bradley A. Fritz and
Daniel Felsky and
Michael Avidan and
Yi{-}Xin Chen and
Christopher Ryan King},
title = {A Modulation Layer to Increase Neural Network Robustness Against Data
Quality Issues},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=MRLHN4MSmA},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/AbdelhackZTFFACK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-03536,
author = {Sandhya Tripathi and
Bradley A. Fritz and
Mohamed Abdelhack and
Michael S. Avidan and
Yixin Chen and
Christopher Ryan King},
title = {Deep Learning to Jointly Schema Match, Impute, and Transform Databases},
journal = {CoRR},
volume = {abs/2207.03536},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.03536},
doi = {10.48550/ARXIV.2207.03536},
eprinttype = {arXiv},
eprint = {2207.03536},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-03536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-04442,
author = {Sandhya Tripathi and
Bradley A. Fritz and
Michael S. Avidan and
Yixin Chen and
Christopher Ryan King},
title = {Algorithmic Bias in Machine Learning Based Delirium Prediction},
journal = {CoRR},
volume = {abs/2211.04442},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.04442},
doi = {10.48550/ARXIV.2211.04442},
eprinttype = {arXiv},
eprint = {2211.04442},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-04442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-08574,
author = {Mohamed Abdelhack and
Jiaming Zhang and
Sandhya Tripathi and
Bradley A. Fritz and
Michael Avidan and
Yixin Chen and
Christopher Ryan King},
title = {A Modulation Layer to Increase Neural Network Robustness Against Data
Quality Issues},
journal = {CoRR},
volume = {abs/2107.08574},
year = {2021},
url = {https://arxiv.org/abs/2107.08574},
eprinttype = {arXiv},
eprint = {2107.08574},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-08574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/questa/HemachandraPT20,
author = {N. Hemachandra and
Kishor Patil and
Sandhya Tripathi},
title = {Equilibrium points and equilibrium sets of some itGI/M/1 queues},
journal = {Queueing Syst. Theory Appl.},
volume = {96},
number = {3-4},
pages = {245--284},
year = {2020},
url = {https://doi.org/10.1007/s11134-020-09677-5},
doi = {10.1007/S11134-020-09677-5},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/questa/HemachandraPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PetetyTH20,
author = {Aditya Petety and
Sandhya Tripathi and
N. Hemachandra},
title = {Attribute Noise Robust Binary Classification (Student Abstract)},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {13897--13898},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i10.7221},
doi = {10.1609/AAAI.V34I10.7221},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PetetyTH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/AbdelhackKFTCA20,
author = {Mohamed Abdelhack and
Christopher Ryan King and
Bradley A. Fritz and
Sandhya Tripathi and
Yixin Chen and
Michael Avidan},
title = {Postoperative Mortality Prediction with and Without the Use of Intraoperative
Features},
booktitle = {{AMIA} 2020, American Medical Informatics Association Annual Symposium,
Virtual Event, USA, November 14-18, 2020},
publisher = {{AMIA}},
year = {2020},
url = {https://knowledge.amia.org/72332-amia-1.4602255/t005-1.4604904/t005-1.4604905/3411613-1.4605863/3410212-1.4605860},
timestamp = {Wed, 17 Apr 2024 11:47:01 +0200},
biburl = {https://dblp.org/rec/conf/amia/AbdelhackKFTCA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/Tripathi0T20,
author = {Sandhya Tripathi and
N. Hemachandra and
Prashant Trivedi},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {Interpretable feature subset selection: {A} Shapley value based approach},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {5463--5472},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378102},
doi = {10.1109/BIGDATA50022.2020.9378102},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/Tripathi0T20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-03956,
author = {Sandhya Tripathi and
N. Hemachandra and
Prashant Trivedi},
title = {On Feature Interactions Identified by Shapley Values of Binary Classification
Games},
journal = {CoRR},
volume = {abs/2001.03956},
year = {2020},
url = {https://arxiv.org/abs/2001.03956},
eprinttype = {arXiv},
eprint = {2001.03956},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-03956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09577,
author = {Sandhya Tripathi and
N. Hemachandra},
title = {GANs for learning from very high class conditional noisy labels},
journal = {CoRR},
volume = {abs/2010.09577},
year = {2020},
url = {https://arxiv.org/abs/2010.09577},
eprinttype = {arXiv},
eprint = {2010.09577},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-02036,
author = {Sandhya Tripathi and
Bradley A. Fritz and
Mohamed Abdelhack and
Michael S. Avidan and
Yixin Chen and
Christopher Ryan King},
title = {(Un)fairness in Post-operative Complication Prediction Models},
journal = {CoRR},
volume = {abs/2011.02036},
year = {2020},
url = {https://arxiv.org/abs/2011.02036},
eprinttype = {arXiv},
eprint = {2011.02036},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-02036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/TripathiH19,
author = {Sandhya Tripathi and
Nandyala Hemachandra},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {Cost Sensitive Learning in the Presence of Symmetric Label Noise},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11439},
pages = {15--28},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16148-4\_2},
doi = {10.1007/978-3-030-16148-4\_2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/TripathiH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-02271,
author = {Sandhya Tripathi and
Nandyala Hemachandra},
title = {Cost Sensitive Learning in the Presence of Symmetric Label Noise},
journal = {CoRR},
volume = {abs/1901.02271},
year = {2019},
url = {http://arxiv.org/abs/1901.02271},
eprinttype = {arXiv},
eprint = {1901.02271},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-02271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07875,
author = {Aditya Petety and
Sandhya Tripathi and
N. Hemachandra},
title = {Attribute noise robust binary classification},
journal = {CoRR},
volume = {abs/1911.07875},
year = {2019},
url = {http://arxiv.org/abs/1911.07875},
eprinttype = {arXiv},
eprint = {1911.07875},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/comad/TripathiH18,
author = {Sandhya Tripathi and
N. Hemachandra},
editor = {Sayan Ranu and
Niloy Ganguly and
Raghu Ramakrishnan and
Sunita Sarawagi and
Shourya Roy},
title = {Scalable linear classifiers based on exponential loss function},
booktitle = {Proceedings of the {ACM} India Joint International Conference on Data
Science and Management of Data, {COMAD/CODS} 2018, Goa, India, January
11-13, 2018},
pages = {190--200},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3152494.3152521},
doi = {10.1145/3152494.3152521},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/comad/TripathiH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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