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ORCIDBibTeX records: Preethi Lahoti
@article{DBLP:journals/ml/LahotiGW23,
author = {Preethi Lahoti and
P. Krishna Gummadi and
Gerhard Weikum},
title = {Responsible model deployment via model-agnostic uncertainty learning},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {939--970},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06248-y},
doi = {10.1007/S10994-022-06248-Y},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/LahotiGW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/RadharapuRAL23,
author = {Bhaktipriya Radharapu and
Kevin Robinson and
Lora Aroyo and
Preethi Lahoti},
editor = {Mingxuan Wang and
Imed Zitouni},
title = {{AART:} AI-Assisted Red-Teaming with Diverse Data Generation for New
LLM-powered Applications},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing: {EMNLP} 2023 - Industry Track, Singapore, December
6-10, 2023},
pages = {380--395},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-industry.37},
doi = {10.18653/V1/2023.EMNLP-INDUSTRY.37},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/RadharapuRAL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LahotiB0KPTSPBB23,
author = {Preethi Lahoti and
Nicholas Blumm and
Xiao Ma and
Raghavendra Kotikalapudi and
Sahitya Potluri and
Qijun Tan and
Hansa Srinivasan and
Ben Packer and
Ahmad Beirami and
Alex Beutel and
Jilin Chen},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Improving Diversity of Demographic Representation in Large Language
Models via Collective-Critiques and Self-Voting},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {10383--10405},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.643},
doi = {10.18653/V1/2023.EMNLP-MAIN.643},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LahotiB0KPTSPBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16523,
author = {Preethi Lahoti and
Nicholas Blumm and
Xiao Ma and
Raghavendra Kotikalapudi and
Sahitya Potluri and
Qijun Tan and
Hansa Srinivasan and
Ben Packer and
Ahmad Beirami and
Alex Beutel and
Jilin Chen},
title = {Improving Diversity of Demographic Representation in Large Language
Models via Collective-Critiques and Self-Voting},
journal = {CoRR},
volume = {abs/2310.16523},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16523},
doi = {10.48550/ARXIV.2310.16523},
eprinttype = {arXiv},
eprint = {2310.16523},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16523.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-08592,
author = {Bhaktipriya Radharapu and
Kevin Robinson and
Lora Aroyo and
Preethi Lahoti},
title = {{AART:} AI-Assisted Red-Teaming with Diverse Data Generation for New
LLM-powered Applications},
journal = {CoRR},
volume = {abs/2311.08592},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.08592},
doi = {10.48550/ARXIV.2311.08592},
eprinttype = {arXiv},
eprint = {2311.08592},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-08592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-02592,
author = {Alexandru Tifrea and
Preethi Lahoti and
Ben Packer and
Yoni Halpern and
Ahmad Beirami and
Flavien Prost},
title = {FRAPP{\'{E}}: {A} Post-Processing Framework for Group Fairness
Regularization},
journal = {CoRR},
volume = {abs/2312.02592},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.02592},
doi = {10.48550/ARXIV.2312.02592},
eprinttype = {arXiv},
eprint = {2312.02592},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-02592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Lahoti21,
author = {Preethi Lahoti},
title = {Operationalizing fairness for responsible machine learning},
school = {Saarland University, Saarbr{\"{u}}cken, Germany},
year = {2021},
url = {https://publikationen.sulb.uni-saarland.de/handle/20.500.11880/33465},
urn = {urn:nbn:de:bsz:291--ds-365860},
timestamp = {Fri, 12 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Lahoti21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/0001LG21,
author = {Junaid Ali and
Preethi Lahoti and
Krishna P. Gummadi},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {Accounting for Model Uncertainty in Algorithmic Discrimination},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {336--345},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462630},
doi = {10.1145/3461702.3462630},
timestamp = {Mon, 02 Aug 2021 11:56:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/0001LG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LahotiGW21,
author = {Preethi Lahoti and
Krishna P. Gummadi and
Gerhard Weikum},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Detecting and Mitigating Test-time Failure Risks via Model-agnostic
Uncertainty Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1174--1179},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00141},
doi = {10.1109/ICDM51629.2021.00141},
timestamp = {Mon, 31 Jan 2022 08:58:55 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LahotiGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04249,
author = {Junaid Ali and
Preethi Lahoti and
Krishna P. Gummadi},
title = {Accounting for Model Uncertainty in Algorithmic Discrimination},
journal = {CoRR},
volume = {abs/2105.04249},
year = {2021},
url = {https://arxiv.org/abs/2105.04249},
eprinttype = {arXiv},
eprint = {2105.04249},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04432,
author = {Preethi Lahoti and
Krishna P. Gummadi and
Gerhard Weikum},
title = {Detecting and Mitigating Test-time Failure Risks via Model-agnostic
Uncertainty Learning},
journal = {CoRR},
volume = {abs/2109.04432},
year = {2021},
url = {https://arxiv.org/abs/2109.04432},
eprinttype = {arXiv},
eprint = {2109.04432},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-04432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LahotiBCLPT0C20,
author = {Preethi Lahoti and
Alex Beutel and
Jilin Chen and
Kang Lee and
Flavien Prost and
Nithum Thain and
Xuezhi Wang and
Ed H. Chi},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Fairness without Demographics through Adversarially Reweighted Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/07fc15c9d169ee48573edd749d25945d-Abstract.html},
timestamp = {Fri, 22 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LahotiBCLPT0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13114,
author = {Preethi Lahoti and
Alex Beutel and
Jilin Chen and
Kang Lee and
Flavien Prost and
Nithum Thain and
Xuezhi Wang and
Ed H. Chi},
title = {Fairness without Demographics through Adversarially Reweighted Learning},
journal = {CoRR},
volume = {abs/2006.13114},
year = {2020},
url = {https://arxiv.org/abs/2006.13114},
eprinttype = {arXiv},
eprint = {2006.13114},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LahotiGW19,
author = {Preethi Lahoti and
Krishna P. Gummadi and
Gerhard Weikum},
title = {Operationalizing Individual Fairness with Pairwise Fair Representations},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {4},
pages = {506--518},
year = {2019},
url = {http://www.vldb.org/pvldb/vol13/p506-lahoti.pdf},
doi = {10.14778/3372716.3372723},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/LahotiGW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/OlteanuGRERLBOL19,
author = {Alexandra Olteanu and
Jean Garcia{-}Gathright and
Maarten de Rijke and
Michael D. Ekstrand and
Adam Roegiest and
Aldo Lipani and
Alex Beutel and
Ana Lucic and
Ana{-}Andreea Stoica and
Anubrata Das and
Asia Biega and
Bart Voorn and
Claudia Hauff and
Damiano Spina and
David D. Lewis and
Douglas W. Oard and
Emine Yilmaz and
Faegheh Hasibi and
Gabriella Kazai and
Graham McDonald and
Hinda Haned and
Iadh Ounis and
Ilse van der Linden and
Joris Baan and
Kamuela N. Lau and
Krisztian Balog and
Mahmoud F. Sayed and
Maria Panteli and
Mark Sanderson and
Matthew Lease and
Preethi Lahoti and
Toshihiro Kamishima},
title = {{FACTS-IR:} fairness, accountability, confidentiality, transparency,
and safety in information retrieval},
journal = {{SIGIR} Forum},
volume = {53},
number = {2},
pages = {20--43},
year = {2019},
url = {https://doi.org/10.1145/3458553.3458556},
doi = {10.1145/3458553.3458556},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigir/OlteanuGRERLBOL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LahotiGW19,
author = {Preethi Lahoti and
Krishna P. Gummadi and
Gerhard Weikum},
title = {iFair: Learning Individually Fair Data Representations for Algorithmic
Decision Making},
booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
Macao, China, April 8-11, 2019},
pages = {1334--1345},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDE.2019.00121},
doi = {10.1109/ICDE.2019.00121},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/icde/LahotiGW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01439,
author = {Preethi Lahoti and
Krishna P. Gummadi and
Gerhard Weikum},
title = {Operationalizing Individual Fairness with Pairwise Fair Representations},
journal = {CoRR},
volume = {abs/1907.01439},
year = {2019},
url = {http://arxiv.org/abs/1907.01439},
eprinttype = {arXiv},
eprint = {1907.01439},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-01439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-10255,
author = {Hanchen Wang and
Nina Grgic{-}Hlaca and
Preethi Lahoti and
Krishna P. Gummadi and
Adrian Weller},
title = {An Empirical Study on Learning Fairness Metrics for {COMPAS} Data
with Human Supervision},
journal = {CoRR},
volume = {abs/1910.10255},
year = {2019},
url = {http://arxiv.org/abs/1910.10255},
eprinttype = {arXiv},
eprint = {1910.10255},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-10255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/LahotiGG18,
author = {Preethi Lahoti and
Kiran Garimella and
Aristides Gionis},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {Joint Non-negative Matrix Factorization for Learning Ideological Leaning
on Twitter},
booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
5-9, 2018},
pages = {351--359},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3159669},
doi = {10.1145/3159652.3159669},
timestamp = {Thu, 13 Aug 2020 18:13:38 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/LahotiGG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01059,
author = {Preethi Lahoti and
Gerhard Weikum and
Krishna P. Gummadi},
title = {iFair: Learning Individually Fair Data Representations for Algorithmic
Decision Making},
journal = {CoRR},
volume = {abs/1806.01059},
year = {2018},
url = {http://arxiv.org/abs/1806.01059},
eprinttype = {arXiv},
eprint = {1806.01059},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alenex/LahotiNT17,
author = {Preethi Lahoti and
Patrick K. Nicholson and
Bilyana Taneva},
editor = {S{\'{a}}ndor P. Fekete and
Vijaya Ramachandran},
title = {Efficient Set Intersection Counting Algorithm for Text Similarity
Measures},
booktitle = {Proceedings of the Ninteenth Workshop on Algorithm Engineering and
Experiments, {ALENEX} 2017, Barcelona, Spain, Hotel Porta Fira, January
17-18, 2017},
pages = {146--158},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974768.12},
doi = {10.1137/1.9781611974768.12},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alenex/LahotiNT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/LahotiMG17,
author = {Preethi Lahoti and
Gianmarco De Francisci Morales and
Aristides Gionis},
editor = {Jana Diesner and
Elena Ferrari and
Guandong Xu},
title = {Finding topical experts in Twitter via query-dependent personalized
PageRank},
booktitle = {Proceedings of the 2017 {IEEE/ACM} International Conference on Advances
in Social Networks Analysis and Mining 2017, Sydney, Australia, July
31 - August 03, 2017},
pages = {155--162},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3110025.3110044},
doi = {10.1145/3110025.3110044},
timestamp = {Sun, 02 Jun 2019 21:15:55 +0200},
biburl = {https://dblp.org/rec/conf/asunam/LahotiMG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-10251,
author = {Preethi Lahoti and
Kiran Garimella and
Aristides Gionis},
title = {Joint Non-negative Matrix Factorization for Learning Ideological Leaning
on Twitter},
journal = {CoRR},
volume = {abs/1711.10251},
year = {2017},
url = {http://arxiv.org/abs/1711.10251},
eprinttype = {arXiv},
eprint = {1711.10251},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-10251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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