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ORCIDBibTeX records: Amit Deshpande
@article{DBLP:journals/corr/abs-2402-06733,
author = {Pragya Srivastava and
Satvik Golechha and
Amit Deshpande and
Amit Sharma},
title = {{NICE:} To Optimize In-Context Examples or Not?},
journal = {CoRR},
volume = {abs/2402.06733},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06733},
doi = {10.48550/ARXIV.2402.06733},
eprinttype = {arXiv},
eprint = {2402.06733},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/GorantlaMDL23,
author = {Sruthi Gorantla and
Anay Mehrotra and
Amit Deshpande and
Anand Louis},
editor = {Francesca Rossi and
Sanmay Das and
Jenny Davis and
Kay Firth{-}Butterfield and
Alex John},
title = {Sampling Individually-Fair Rankings that are Always Group Fair},
booktitle = {Proceedings of the 2023 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2023, Montr{\'{e}}al, QC, Canada, August 8-10, 2023},
pages = {205--216},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3600211.3604671},
doi = {10.1145/3600211.3604671},
timestamp = {Tue, 23 Jan 2024 13:25:45 +0100},
biburl = {https://dblp.org/rec/conf/aies/GorantlaMDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GorantlaDL23,
author = {Sruthi Gorantla and
Amit Deshpande and
Anand Louis},
title = {Sampling Ex-Post Group-Fair Rankings},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {409--417},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/46},
doi = {10.24963/IJCAI.2023/46},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GorantlaDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KumarD023,
author = {Abhinav Kumar and
Amit Deshpande and
Amit Sharma},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Causal Effect Regularization: Automated Detection and Removal of Spurious
Correlations},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/42770daf4a3384b712ea9c36e9279998-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KumarD023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GorantlaGDL23,
author = {Sruthi Gorantla and
Kishen N. Gowda and
Amit Deshpande and
Anand Louis},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {Socially Fair Center-Based and Linear Subspace Clustering},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {727--742},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_43},
doi = {10.1007/978-3-031-43412-9\_43},
timestamp = {Wed, 20 Sep 2023 23:28:45 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GorantlaGDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11072,
author = {Abhinav Kumar and
Amit Deshpande and
Amit Sharma},
title = {Causal Effect Regularization: Automated Detection and Removal of Spurious
Attributes},
journal = {CoRR},
volume = {abs/2306.11072},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11072},
doi = {10.48550/ARXIV.2306.11072},
eprinttype = {arXiv},
eprint = {2306.11072},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11964,
author = {Sruthi Gorantla and
Anay Mehrotra and
Amit Deshpande and
Anand Louis},
title = {Sampling Individually-Fair Rankings that are Always Group Fair},
journal = {CoRR},
volume = {abs/2306.11964},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11964},
doi = {10.48550/ARXIV.2306.11964},
eprinttype = {arXiv},
eprint = {2306.11964},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11964.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-13242,
author = {Sruthi Gorantla and
Eshaan Bhansali and
Amit Deshpande and
Anand Louis},
title = {Optimizing Group-Fair Plackett-Luce Ranking Models for Relevance and
Ex-Post Fairness},
journal = {CoRR},
volume = {abs/2308.13242},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.13242},
doi = {10.48550/ARXIV.2308.13242},
eprinttype = {arXiv},
eprint = {2308.13242},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-13242.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00887,
author = {Sruthi Gorantla and
Amit Deshpande and
Anand Louis},
title = {Sampling Random Group Fair Rankings},
journal = {CoRR},
volume = {abs/2203.00887},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.00887},
doi = {10.48550/ARXIV.2203.00887},
eprinttype = {arXiv},
eprint = {2203.00887},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-00887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10095,
author = {Sruthi Gorantla and
Kishen N. Gowda and
Amit Deshpande and
Anand Louis},
title = {Socially Fair Center-based and Linear Subspace Clustering},
journal = {CoRR},
volume = {abs/2208.10095},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10095},
doi = {10.48550/ARXIV.2208.10095},
eprinttype = {arXiv},
eprint = {2208.10095},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10095.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06106,
author = {Rasoul Shahsavarifar and
Jithu Chandran and
Mario Inchiosa and
Amit Deshpande and
Mario Schlener and
Vishal Gossain and
Yara Elias and
Vinaya Murali},
title = {Identifying, measuring, and mitigating individual unfairness for supervised
learning models and application to credit risk models},
journal = {CoRR},
volume = {abs/2211.06106},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06106},
doi = {10.48550/ARXIV.2211.06106},
eprinttype = {arXiv},
eprint = {2211.06106},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GoelADS21,
author = {Naman Goel and
Alfonso Amayuelas and
Amit Deshpande and
Amit Sharma},
title = {The Importance of Modeling Data Missingness in Algorithmic Fairness:
{A} Causal Perspective},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {7564--7573},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i9.16926},
doi = {10.1609/AAAI.V35I9.16926},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GoelADS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChoudhuryD21,
author = {Monojit Choudhury and
Amit Deshpande},
title = {How Linguistically Fair Are Multilingual Pre-Trained Language Models?},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {12710--12718},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i14.17505},
doi = {10.1609/AAAI.V35I14.17505},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChoudhuryD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GorantlaDL21,
author = {Sruthi Gorantla and
Amit Deshpande and
Anand Louis},
editor = {Marina Meila and
Tong Zhang},
title = {On the Problem of Underranking in Group-Fair Ranking},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3777--3787},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gorantla21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GorantlaDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06986,
author = {Sruthi Gorantla and
Amit Deshpande and
Anand Louis},
title = {Ranking for Individual and Group Fairness Simultaneously},
journal = {CoRR},
volume = {abs/2010.06986},
year = {2020},
url = {https://arxiv.org/abs/2010.06986},
eprinttype = {arXiv},
eprint = {2010.06986},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06986.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11448,
author = {Naman Goel and
Alfonso Amayuelas and
Amit Deshpande and
Amit Sharma},
title = {The Importance of Modeling Data Missingness in Algorithmic Fairness:
{A} Causal Perspective},
journal = {CoRR},
volume = {abs/2012.11448},
year = {2020},
url = {https://arxiv.org/abs/2012.11448},
eprinttype = {arXiv},
eprint = {2012.11448},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-11448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DeshpandeLS19,
author = {Amit Deshpande and
Anand Louis and
Apoorv Vikram Singh},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {On Euclidean k-Means Clustering with alpha-Center Proximity},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2087--2095},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/deshpande19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DeshpandeLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-00982,
author = {Arpita Biswas and
Siddharth Barman and
Amit Deshpande and
Amit Sharma},
title = {Quantifying Infra-Marginality and Its Trade-off with Group Fairness},
journal = {CoRR},
volume = {abs/1909.00982},
year = {2019},
url = {http://arxiv.org/abs/1909.00982},
eprinttype = {arXiv},
eprint = {1909.00982},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-00982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-10827,
author = {Amit Deshpande and
Anand Louis and
Apoorv Vikram Singh},
title = {Clustering Perturbation Resilient Instances},
journal = {CoRR},
volume = {abs/1804.10827},
year = {2018},
url = {http://arxiv.org/abs/1804.10827},
eprinttype = {arXiv},
eprint = {1804.10827},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-10827.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic/MakkiPGD03,
author = {S. A. M. Makki and
Niki Pissinou and
Tirthankar Ghosh and
Amit Deshpande},
editor = {Hamid R. Arabnia and
Youngsong Mun},
title = {Study of Network Performance in a Simulated Network for Optimized
Node Degree and Network Cost},
booktitle = {Proceedings of the International Conference on Internet Computing,
{IC} '03, Las Vegas, Nevada, USA, June 23-26, 2003, Volume 2},
pages = {747--752},
publisher = {{CSREA} Press},
year = {2003},
timestamp = {Thu, 09 Oct 2003 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/ic/MakkiPGD03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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