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ORCIDBibTeX records: Krishnaram Kenthapadi
@inproceedings{DBLP:conf/hhai/KeswaniCKL23,
author = {Vijay Keswani and
L. Elisa Celis and
Krishnaram Kenthapadi and
Matthew Lease},
editor = {Paul Lukowicz and
Sven Mayer and
Janin Koch and
John Shawe{-}Taylor and
Ilaria Tiddi},
title = {Designing Closed-Loop Models for Task Allocation},
booktitle = {{HHAI} 2023: Augmenting Human Intellect - Proceedings of the Second
International Conference on Hybrid Human-Artificial Intelligence,
June 26-30, 2023, Munich, Germany},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {368},
pages = {17--32},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230072},
doi = {10.3233/FAIA230072},
timestamp = {Wed, 28 Jun 2023 11:34:08 +0200},
biburl = {https://dblp.org/rec/conf/hhai/KeswaniCKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KenthapadiLR23,
author = {Krishnaram Kenthapadi and
Himabindu Lakkaraju and
Nazneen Rajani},
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 = {Generative {AI} meets Responsible {AI:} Practical Challenges and Opportunities},
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 = {5805--5806},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599557},
doi = {10.1145/3580305.3599557},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KenthapadiLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FiondaHAACCC0DE23,
author = {Valeria Fionda and
Olaf Hartig and
Reyhaneh Abdolazimi and
Sihem Amer{-}Yahia and
Hongzhi Chen and
Xiao Chen and
Peng Cui and
Jeffrey Dalton and
Xin Luna Dong and
Lisette Esp{\'{\i}}n{-}Noboa and
Wenqi Fan and
Manuela Fritz and
Quan Gan and
Jingtong Gao and
Xiaojie Guo and
Torsten Hahmann and
Jiawei Han and
Soyeon Caren Han and
Estevam Hruschka and
Liang Hu and
Jiaxin Huang and
Utkarshani Jaimini and
Olivier Jeunen and
Yushan Jiang and
Fariba Karimi and
George Karypis and
Krishnaram Kenthapadi and
Himabindu Lakkaraju and
Hady W. Lauw and
Thai Le and
Trung{-}Hoang Le and
Dongwon Lee and
Geon Lee and
Liat Levontin and
Cheng{-}Te Li and
Haoyang Li and
Ying Li and
Jay Chiehen Liao and
Qidong Liu and
Usha Lokala and
Ben London and
Siqu Long and
Hande K{\"{u}}{\c{c}}{\"{u}}k{-}McGinty and
Yu Meng and
Seungwhan Moon and
Usman Naseem and
Pradeep Natarajan and
Behrooz Omidvar{-}Tehrani and
Zijie Pan and
Devesh Parekh and
Jian Pei and
Tiago Peixoto and
Steven Pemberton and
Josiah Poon and
Filip Radlinski and
Federico Rossetto and
Kaushik Roy and
Aghiles Salah and
Mehrnoosh Sameki and
Amit P. Sheth and
Cogan Shimizu and
Kijung Shin and
Dongjin Song and
Julia Stoyanovich and
Dacheng Tao and
Johanne Trippas and
Quoc Truong and
Yu{-}Che Tsai and
Adaku Uchendu and
Bram van den Akker and
Lin Wang and
Minjie Wang and
Shoujin Wang and
Xin Wang and
Ingmar Weber and
Henry Weld and
Lingfei Wu and
Da Xu and
Yifan Ethan Xu and
Shuyuan Xu and
Bo Yang and
Ke Yang and
Elad Yom{-}Tov and
Jaemin Yoo and
Zhou Yu and
Reza Zafarani and
Hamed Zamani and
Meike Zehlike and
Qi Zhang and
Xikun Zhang and
Yongfeng Zhang and
Yu Zhang and
Zheng Zhang and
Liang Zhao and
Xiangyu Zhao and
Wenwu Zhu},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Tutorials at The Web Conference 2023},
booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
pages = {648--658},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543873.3587713},
doi = {10.1145/3543873.3587713},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/FiondaHAACCC0DE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19864,
author = {Vijay Keswani and
L. Elisa Celis and
Krishnaram Kenthapadi and
Matthew Lease},
title = {Designing Closed-Loop Models for Task Allocation},
journal = {CoRR},
volume = {abs/2305.19864},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19864},
doi = {10.48550/ARXIV.2305.19864},
eprinttype = {arXiv},
eprint = {2305.19864},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-02337,
author = {Gyandev Gupta and
Bashir Rastegarpanah and
Amalendu Iyer and
Joshua Rubin and
Krishnaram Kenthapadi},
title = {Measuring Distributional Shifts in Text: The Advantage of Language
Model-Based Embeddings},
journal = {CoRR},
volume = {abs/2312.02337},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.02337},
doi = {10.48550/ARXIV.2312.02337},
eprinttype = {arXiv},
eprint = {2312.02337},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-02337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KleindessnerSZK22,
author = {Matth{\"{a}}us Kleindessner and
Samira Samadi and
Muhammad Bilal Zafar and
Krishnaram Kenthapadi and
Chris Russell},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Pairwise Fairness for Ordinal Regression},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {3381--3417},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/kleindessner22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KleindessnerSZK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/DianaGKKRS22,
author = {Emily Diana and
Wesley Gill and
Michael Kearns and
Krishnaram Kenthapadi and
Aaron Roth and
Saeed Sharifi{-}Malvajerdi},
title = {Multiaccurate Proxies for Downstream Fairness},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {1207--1239},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533180},
doi = {10.1145/3531146.3533180},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/DianaGKKRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/DonahueCK22,
author = {Kate Donahue and
Alexandra Chouldechova and
Krishnaram Kenthapadi},
title = {Human-Algorithm Collaboration: Achieving Complementarity and Avoiding
Unfairness},
booktitle = {FAccT '22: 2022 {ACM} Conference on Fairness, Accountability, and
Transparency, Seoul, Republic of Korea, June 21 - 24, 2022},
pages = {1639--1656},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3531146.3533221},
doi = {10.1145/3531146.3533221},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/DonahueCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/ShergadwalaLK22,
author = {Murtuza N. Shergadwala and
Himabindu Lakkaraju and
Krishnaram Kenthapadi},
editor = {Jane Hsu and
Ming Yin},
title = {A Human-Centric Perspective on Model Monitoring},
booktitle = {Proceedings of the Tenth {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2022, virtual, November 6-10, 2022},
pages = {173--183},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/hcomp.v10i1.21997},
doi = {10.1609/HCOMP.V10I1.21997},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/ShergadwalaLK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuL0KKZ022,
author = {Fan Wu and
Linyi Li and
Huan Zhang and
Bhavya Kailkhura and
Krishnaram Kenthapadi and
Ding Zhao and
Bo Li},
title = {{COPA:} Certifying Robust Policies for Offline Reinforcement Learning
against Poisoning Attacks},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=psh0oeMSBiF},
timestamp = {Sat, 28 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/WuL0KKZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KayaZARK22,
author = {Yigitcan Kaya and
Muhammad Bilal Zafar and
Serg{\"{u}}l Ayd{\"{o}}re and
Nathalie Rauschmayr and
Krishnaram Kenthapadi},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Generating Distributional Adversarial Examples to Evade Statistical
Detectors},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {10895--10911},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/kaya22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/KayaZARK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NigendaKZRTDK22,
author = {David Nigenda and
Zohar Karnin and
Muhammad Bilal Zafar and
Raghu Ramesha and
Alan Tan and
Michele Donini and
Krishnaram Kenthapadi},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Amazon SageMaker Model Monitor: {A} System for Real-Time Insights
into Deployed Machine Learning Models},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {3671--3681},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539145},
doi = {10.1145/3534678.3539145},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/NigendaKZRTDK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RauschmayrKKCK22,
author = {Nathalie Rauschmayr and
Sami Kama and
Muhyun Kim and
Miyoung Choi and
Krishnaram Kenthapadi},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Profiling Deep Learning Workloads at Scale using Amazon SageMaker},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {3801--3809},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539036},
doi = {10.1145/3534678.3539036},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RauschmayrKKCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KenthapadiLNS22,
author = {Krishnaram Kenthapadi and
Himabindu Lakkaraju and
Pradeep Natarajan and
Mehrnoosh Sameki},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Model Monitoring in Practice: Lessons Learned and Open Challenges},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4800--4801},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542617},
doi = {10.1145/3534678.3542617},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KenthapadiLNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LohausKKL022,
author = {Michael Lohaus and
Matth{\"{a}}us Kleindessner and
Krishnaram Kenthapadi and
Francesco Locatello and
Chris Russell},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Are Two Heads the Same as One? Identifying Disparate Treatment in
Fair Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/698c05933e5f7fde98e567a669d2c752-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LohausKKL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visualization/MunechikaWRRGKC22,
author = {David Munechika and
Zijie J. Wang and
Jack Reidy and
Joshua Rubin and
Krishna Gade and
Krishnaram Kenthapadi and
Duen Horng Chau},
title = {Visual Auditor: Interactive Visualization for Detection and Summarization
of Model Biases},
booktitle = {2022 {IEEE} Visualization and Visual Analytics (VIS), Oklahoma City,
OK, USA, October 16-21, 2022},
pages = {45--49},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/VIS54862.2022.00018},
doi = {10.1109/VIS54862.2022.00018},
timestamp = {Tue, 02 Jan 2024 14:23:43 +0100},
biburl = {https://dblp.org/rec/conf/visualization/MunechikaWRRGKC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04718,
author = {Vijay Keswani and
Matthew Lease and
Krishnaram Kenthapadi},
title = {Designing Closed Human-in-the-loop Deferral Pipelines},
journal = {CoRR},
volume = {abs/2202.04718},
year = {2022},
url = {https://arxiv.org/abs/2202.04718},
eprinttype = {arXiv},
eprint = {2202.04718},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04718.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08821,
author = {Kate Donahue and
Alexandra Chouldechova and
Krishnaram Kenthapadi},
title = {Human-Algorithm Collaboration: Achieving Complementarity and Avoiding
Unfairness},
journal = {CoRR},
volume = {abs/2202.08821},
year = {2022},
url = {https://arxiv.org/abs/2202.08821},
eprinttype = {arXiv},
eprint = {2202.08821},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08398,
author = {Fan Wu and
Linyi Li and
Chejian Xu and
Huan Zhang and
Bhavya Kailkhura and
Krishnaram Kenthapadi and
Ding Zhao and
Bo Li},
title = {{COPA:} Certifying Robust Policies for Offline Reinforcement Learning
against Poisoning Attacks},
journal = {CoRR},
volume = {abs/2203.08398},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08398},
doi = {10.48550/ARXIV.2203.08398},
eprinttype = {arXiv},
eprint = {2203.08398},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-11103,
author = {D{\'{e}}borah Sulem and
Michele Donini and
Muhammad Bilal Zafar and
Francois{-}Xavier Aubet and
Jan Gasthaus and
Tim Januschowski and
Sanjiv Das and
Krishnaram Kenthapadi and
C{\'{e}}dric Archambeau},
title = {Diverse Counterfactual Explanations for Anomaly Detection in Time
Series},
journal = {CoRR},
volume = {abs/2203.11103},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.11103},
doi = {10.48550/ARXIV.2203.11103},
eprinttype = {arXiv},
eprint = {2203.11103},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-11103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04440,
author = {Michael Lohaus and
Matth{\"{a}}us Kleindessner and
Krishnaram Kenthapadi and
Francesco Locatello and
Chris Russell},
title = {Are Two Heads the Same as One? Identifying Disparate Treatment in
Fair Neural Networks},
journal = {CoRR},
volume = {abs/2204.04440},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04440},
doi = {10.48550/ARXIV.2204.04440},
eprinttype = {arXiv},
eprint = {2204.04440},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04440.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02868,
author = {Murtuza N. Shergadwala and
Himabindu Lakkaraju and
Krishnaram Kenthapadi},
title = {A Human-Centric Take on Model Monitoring},
journal = {CoRR},
volume = {abs/2206.02868},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02868},
doi = {10.48550/ARXIV.2206.02868},
eprinttype = {arXiv},
eprint = {2206.02868},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02868.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12540,
author = {David Munechika and
Zijie J. Wang and
Jack Reidy and
Joshua Rubin and
Krishna Gade and
Krishnaram Kenthapadi and
Duen Horng Chau},
title = {Visual Auditor: Interactive Visualization for Detection and Summarization
of Model Biases},
journal = {CoRR},
volume = {abs/2206.12540},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12540},
doi = {10.48550/ARXIV.2206.12540},
eprinttype = {arXiv},
eprint = {2206.12540},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12540.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02726,
author = {Ana Lucic and
Sheeraz Ahmad and
Amanda Furtado Brinhosa and
Vera Liao and
Himani Agrawal and
Umang Bhatt and
Krishnaram Kenthapadi and
Alice Xiang and
Maarten de Rijke and
Nicholas Drabowski},
title = {Towards the Use of Saliency Maps for Explaining Low-Quality Electrocardiograms
to End Users},
journal = {CoRR},
volume = {abs/2207.02726},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02726},
doi = {10.48550/ARXIV.2207.02726},
eprinttype = {arXiv},
eprint = {2207.02726},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZafarDSADK21,
author = {Muhammad Bilal Zafar and
Michele Donini and
Dylan Slack and
C{\'{e}}dric Archambeau and
Sanjiv Das and
Krishnaram Kenthapadi},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {On the Lack of Robust Interpretability of Neural Text Classifiers},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {3730--3740},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.327},
doi = {10.18653/V1/2021.FINDINGS-ACL.327},
timestamp = {Fri, 27 Aug 2021 08:39:19 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZafarDSADK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/DianaGKK021,
author = {Emily Diana and
Wesley Gill and
Michael Kearns and
Krishnaram Kenthapadi and
Aaron Roth},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {Minimax Group Fairness: Algorithms and Experiments},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {66--76},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462523},
doi = {10.1145/3461702.3462523},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/DianaGKK021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/KeswaniLK21,
author = {Vijay Keswani and
Matthew Lease and
Krishnaram Kenthapadi},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {Towards Unbiased and Accurate Deferral to Multiple Experts},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {154--165},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462516},
doi = {10.1145/3461702.3462516},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/KeswaniLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/PerroneDZSKA21,
author = {Valerio Perrone and
Michele Donini and
Muhammad Bilal Zafar and
Robin Schmucker and
Krishnaram Kenthapadi and
C{\'{e}}dric Archambeau},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {Fair Bayesian Optimization},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {854--863},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462629},
doi = {10.1145/3461702.3462629},
timestamp = {Mon, 02 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/PerroneDZSKA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AydoreBKKM0S21,
author = {Serg{\"{u}}l Ayd{\"{o}}re and
William Brown and
Michael Kearns and
Krishnaram Kenthapadi and
Luca Melis and
Aaron Roth and
Amaresh Ankit Siva},
editor = {Marina Meila and
Tong Zhang},
title = {Differentially Private Query Release Through Adaptive Projection},
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 = {457--467},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/aydore21a.html},
timestamp = {Sat, 11 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AydoreBKKM0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HardtCCDGGHLLMR21,
author = {Michaela Hardt and
Xiaoguang Chen and
Xiaoyi Cheng and
Michele Donini and
Jason Gelman and
Satish Gollaprolu and
John He and
Pedro Larroy and
Xinyu Liu and
Nick McCarthy and
Ashish Rathi and
Scott Rees and
Amaresh Ankit Siva and
ErhYuan Tsai and
Keerthan Vasist and
Pinar Yilmaz and
Muhammad Bilal Zafar and
Sanjiv Das and
Kevin Haas and
Tyler Hill and
Krishnaram Kenthapadi},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability
in the Cloud},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2974--2983},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467177},
doi = {10.1145/3447548.3467177},
timestamp = {Sat, 11 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HardtCCDGGHLLMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PerroneSZSABDWJ21,
author = {Valerio Perrone and
Huibin Shen and
Aida Zolic and
Iaroslav Shcherbatyi and
Amr Ahmed and
Tanya Bansal and
Michele Donini and
Fela Winkelmolen and
Rodolphe Jenatton and
Jean Baptiste Faddoul and
Barbara Pogorzelska and
Miroslav Miladinovic and
Krishnaram Kenthapadi and
Matthias W. Seeger and
C{\'{e}}dric Archambeau},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Amazon SageMaker Automatic Model Tuning: Scalable Gradient-Free Optimization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3463--3471},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467098},
doi = {10.1145/3447548.3467098},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PerroneSZSABDWJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/RauschmayrKHOBH21,
author = {Nathalie Rauschmayr and
Vikas Kumar and
Rahul Huilgol and
Andrea Olgiati and
Satadal Bhattacharjee and
Nihal Harish and
Vandana Kannan and
Amol Lele and
Anirudh Acharya and
Jared Nielsen and
Lakshmi Ramakrishnan and
Ishan Bhatt and
Kohen Chia and
Neelesh Dodda and
Zhihan Li and
Jiacheng Gu and
Miyoung Choi and
Balajee Nagarajan and
Jeffrey Geevarghese and
Denis Davydenko and
Sifei Li and
Lu Huang and
Edward Kim and
Tyler Hill and
Krishnaram Kenthapadi},
editor = {Alex Smola and
Alex Dimakis and
Ion Stoica},
title = {Amazon SageMaker Debugger: {A} System for Real-Time Insights into
Machine Learning Model Training},
booktitle = {Proceedings of Machine Learning and Systems 2021, MLSys 2021, virtual,
April 5-9, 2021},
publisher = {mlsys.org},
year = {2021},
url = {https://proceedings.mlsys.org/paper/2021/hash/d1f491a404d6854880943e5c3cd9ca25-Abstract.html},
timestamp = {Mon, 23 May 2022 11:55:02 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/RauschmayrKHOBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06162,
author = {Dylan Slack and
Nathalie Rauschmayr and
Krishnaram Kenthapadi},
title = {Defuse: Harnessing Unrestricted Adversarial Examples for Debugging
Models Beyond Test Accuracy},
journal = {CoRR},
volume = {abs/2102.06162},
year = {2021},
url = {https://arxiv.org/abs/2102.06162},
eprinttype = {arXiv},
eprint = {2102.06162},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-13004,
author = {Vijay Keswani and
Matthew Lease and
Krishnaram Kenthapadi},
title = {Towards Unbiased and Accurate Deferral to Multiple Experts},
journal = {CoRR},
volume = {abs/2102.13004},
year = {2021},
url = {https://arxiv.org/abs/2102.13004},
eprinttype = {arXiv},
eprint = {2102.13004},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-13004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06641,
author = {Serg{\"{u}}l Ayd{\"{o}}re and
William Brown and
Michael Kearns and
Krishnaram Kenthapadi and
Luca Melis and
Aaron Roth and
Amaresh Ankit Siva},
title = {Differentially Private Query Release Through Adaptive Projection},
journal = {CoRR},
volume = {abs/2103.06641},
year = {2021},
url = {https://arxiv.org/abs/2103.06641},
eprinttype = {arXiv},
eprint = {2103.06641},
timestamp = {Sat, 11 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-06641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-03153,
author = {Matth{\"{a}}us Kleindessner and
Samira Samadi and
Muhammad Bilal Zafar and
Krishnaram Kenthapadi and
Chris Russell},
title = {Pairwise Fairness for Ordinal Regression},
journal = {CoRR},
volume = {abs/2105.03153},
year = {2021},
url = {https://arxiv.org/abs/2105.03153},
eprinttype = {arXiv},
eprint = {2105.03153},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-03153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-06929,
author = {Zeinab S. Jalali and
Krishnaram Kenthapadi and
Sucheta Soundarajan},
title = {On Measuring the Diversity of Organizational Networks},
journal = {CoRR},
volume = {abs/2105.06929},
year = {2021},
url = {https://arxiv.org/abs/2105.06929},
eprinttype = {arXiv},
eprint = {2105.06929},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-06929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04631,
author = {Muhammad Bilal Zafar and
Michele Donini and
Dylan Slack and
C{\'{e}}dric Archambeau and
Sanjiv Das and
Krishnaram Kenthapadi},
title = {On the Lack of Robust Interpretability of Neural Text Classifiers},
journal = {CoRR},
volume = {abs/2106.04631},
year = {2021},
url = {https://arxiv.org/abs/2106.04631},
eprinttype = {arXiv},
eprint = {2106.04631},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04423,
author = {Emily Diana and
Wesley Gill and
Michael Kearns and
Krishnaram Kenthapadi and
Aaron Roth and
Saeed Sharifi{-}Malvajerdi},
title = {Multiaccurate Proxies for Downstream Fairness},
journal = {CoRR},
volume = {abs/2107.04423},
year = {2021},
url = {https://arxiv.org/abs/2107.04423},
eprinttype = {arXiv},
eprint = {2107.04423},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-03285,
author = {Michaela Hardt and
Xiaoguang Chen and
Xiaoyi Cheng and
Michele Donini and
Jason Gelman and
Satish Gollaprolu and
John He and
Pedro Larroy and
Xinyu Liu and
Nick McCarthy and
Ashish Rathi and
Scott Rees and
Amaresh Ankit Siva and
ErhYuan Tsai and
Keerthan Vasist and
Pinar Yilmaz and
Muhammad Bilal Zafar and
Sanjiv Das and
Kevin Haas and
Tyler Hill and
Krishnaram Kenthapadi},
title = {Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability
in the Cloud},
journal = {CoRR},
volume = {abs/2109.03285},
year = {2021},
url = {https://arxiv.org/abs/2109.03285},
eprinttype = {arXiv},
eprint = {2109.03285},
timestamp = {Sat, 11 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-03285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-13657,
author = {David Nigenda and
Zohar Karnin and
Muhammad Bilal Zafar and
Raghu Ramesha and
Alan Tan and
Michele Donini and
Krishnaram Kenthapadi},
title = {Amazon SageMaker Model Monitor: {A} System for Real-Time Insights
into Deployed Machine Learning Models},
journal = {CoRR},
volume = {abs/2111.13657},
year = {2021},
url = {https://arxiv.org/abs/2111.13657},
eprinttype = {arXiv},
eprint = {2111.13657},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-13657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-12444,
author = {Muhammad Bilal Zafar and
Philipp Schmidt and
Michele Donini and
C{\'{e}}dric Archambeau and
Felix Biessmann and
Sanjiv Ranjan Das and
Krishnaram Kenthapadi},
title = {More Than Words: Towards Better Quality Interpretations of Text Classifiers},
journal = {CoRR},
volume = {abs/2112.12444},
year = {2021},
url = {https://arxiv.org/abs/2112.12444},
eprinttype = {arXiv},
eprint = {2112.12444},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-12444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/VasudevanK20,
author = {Sriram Vasudevan and
Krishnaram Kenthapadi},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {LiFT: {A} Scalable Framework for Measuring Fairness in {ML} Applications},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {2773--2780},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3412705},
doi = {10.1145/3340531.3412705},
timestamp = {Fri, 25 Dec 2020 01:15:14 +0100},
biburl = {https://dblp.org/rec/conf/cikm/VasudevanK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/BaxterSABDKKW20,
author = {Kathy Baxter and
Yoav Schlesinger and
Sarah Aerni and
Lewis J. Baker and
Julie Dawson and
Krishnaram Kenthapadi and
Isabel M. Kloumann and
Hanna M. Wallach},
editor = {Mireille Hildebrandt and
Carlos Castillo and
L. Elisa Celis and
Salvatore Ruggieri and
Linnet Taylor and
Gabriela Zanfir{-}Fortuna},
title = {Bridging the gap from {AI} ethics research to practice},
booktitle = {FAT* '20: Conference on Fairness, Accountability, and Transparency,
Barcelona, Spain, January 27-30, 2020},
pages = {682},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3351095.3375680},
doi = {10.1145/3351095.3375680},
timestamp = {Fri, 05 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fat/BaxterSABDKKW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/GadeGKMT20,
author = {Krishna Gade and
Sahin Cem Geyik and
Krishnaram Kenthapadi and
Varun Mithal and
Ankur Taly},
editor = {Mireille Hildebrandt and
Carlos Castillo and
L. Elisa Celis and
Salvatore Ruggieri and
Linnet Taylor and
Gabriela Zanfir{-}Fortuna},
title = {Explainable {AI} in industry: practical challenges and lessons learned:
implications tutorial},
booktitle = {FAT* '20: Conference on Fairness, Accountability, and Transparency,
Barcelona, Spain, January 27-30, 2020},
pages = {699},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3351095.3375664},
doi = {10.1145/3351095.3375664},
timestamp = {Thu, 26 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fat/GadeGKMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DiCiccioV0KA20,
author = {Cyrus DiCiccio and
Sriram Vasudevan and
Kinjal Basu and
Krishnaram Kenthapadi and
Deepak Agarwal},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Evaluating Fairness Using Permutation Tests},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1467--1477},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403199},
doi = {10.1145/3394486.3403199},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/DiCiccioV0KA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GadeGKMT20,
author = {Krishna Gade and
Sahin Cem Geyik and
Krishnaram Kenthapadi and
Varun Mithal and
Ankur Taly},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Explainable {AI} in Industry: Practical Challenges and Lessons Learned},
booktitle = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
2020},
pages = {303--304},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366424.3383110},
doi = {10.1145/3366424.3383110},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/GadeGKMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05109,
author = {Valerio Perrone and
Michele Donini and
Krishnaram Kenthapadi and
C{\'{e}}dric Archambeau},
title = {Fair Bayesian Optimization},
journal = {CoRR},
volume = {abs/2006.05109},
year = {2020},
url = {https://arxiv.org/abs/2006.05109},
eprinttype = {arXiv},
eprint = {2006.05109},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-15270,
author = {G. Roshan Lal and
Sahin Cem Geyik and
Krishnaram Kenthapadi},
title = {Fairness-Aware Online Personalization},
journal = {CoRR},
volume = {abs/2007.15270},
year = {2020},
url = {https://arxiv.org/abs/2007.15270},
eprinttype = {arXiv},
eprint = {2007.15270},
timestamp = {Mon, 03 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-15270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07433,
author = {Sriram Vasudevan and
Krishnaram Kenthapadi},
title = {LiFT: {A} Scalable Framework for Measuring Fairness in {ML} Applications},
journal = {CoRR},
volume = {abs/2008.07433},
year = {2020},
url = {https://arxiv.org/abs/2008.07433},
eprinttype = {arXiv},
eprint = {2008.07433},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-07433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03108,
author = {Emily Diana and
Wesley Gill and
Michael Kearns and
Krishnaram Kenthapadi and
Aaron Roth},
title = {Convergent Algorithms for (Relaxed) Minimax Fairness},
journal = {CoRR},
volume = {abs/2011.03108},
year = {2020},
url = {https://arxiv.org/abs/2011.03108},
eprinttype = {arXiv},
eprint = {2011.03108},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08489,
author = {Valerio Perrone and
Huibin Shen and
Aida Zolic and
Iaroslav Shcherbatyi and
Amr Ahmed and
Tanya Bansal and
Michele Donini and
Fela Winkelmolen and
Rodolphe Jenatton and
Jean Baptiste Faddoul and
Barbara Pogorzelska and
Miroslav Miladinovic and
Krishnaram Kenthapadi and
Matthias W. Seeger and
C{\'{e}}dric Archambeau},
title = {Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization},
journal = {CoRR},
volume = {abs/2012.08489},
year = {2020},
url = {https://arxiv.org/abs/2012.08489},
eprinttype = {arXiv},
eprint = {2012.08489},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/De-ArteagaRWCBC19,
author = {Maria De{-}Arteaga and
Alexey Romanov and
Hanna M. Wallach and
Jennifer T. Chayes and
Christian Borgs and
Alexandra Chouldechova and
Sahin Cem Geyik and
Krishnaram Kenthapadi and
Adam Tauman Kalai},
editor = {danah boyd and
Jamie H. Morgenstern},
title = {Bias in Bios: {A} Case Study of Semantic Representation Bias in a
High-Stakes Setting},
booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency,
FAT* 2019, Atlanta, GA, USA, January 29-31, 2019},
pages = {120--128},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3287560.3287572},
doi = {10.1145/3287560.3287572},
timestamp = {Fri, 26 Mar 2021 16:46:37 +0100},
biburl = {https://dblp.org/rec/conf/fat/De-ArteagaRWCBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GeyikAK19,
author = {Sahin Cem Geyik and
Stuart Ambler and
Krishnaram Kenthapadi},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Fairness-Aware Ranking in Search {\&} Recommendation Systems with
Application to LinkedIn Talent Search},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2221--2231},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330691},
doi = {10.1145/3292500.3330691},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GeyikAK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GadeGKMT19,
author = {Krishna Gade and
Sahin Cem Geyik and
Krishnaram Kenthapadi and
Varun Mithal and
Ankur Taly},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Explainable {AI} in Industry},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {3203--3204},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3332281},
doi = {10.1145/3292500.3332281},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GadeGKMT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BirdHKKM19,
author = {Sarah Bird and
Ben Hutchinson and
Krishnaram Kenthapadi and
Emre Kiciman and
Margaret Mitchell},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Fairness-Aware Machine Learning: Practical Challenges and Lessons
Learned},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {3205--3206},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3332280},
doi = {10.1145/3292500.3332280},
timestamp = {Sun, 28 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BirdHKKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/RomanovDWCBCGKR19,
author = {Alexey Romanov and
Maria De{-}Arteaga and
Hanna M. Wallach and
Jennifer T. Chayes and
Christian Borgs and
Alexandra Chouldechova and
Sahin Cem Geyik and
Krishnaram Kenthapadi and
Anna Rumshisky and
Adam Kalai},
editor = {Jill Burstein and
Christy Doran and
Thamar Solorio},
title = {What's in a Name? Reducing Bias in Bios without Access to Protected
Attributes},
booktitle = {Proceedings of the 2019 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long
and Short Papers)},
pages = {4187--4195},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/n19-1424},
doi = {10.18653/V1/N19-1424},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/RomanovDWCBCGKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/BirdKKM19,
author = {Sarah Bird and
Krishnaram Kenthapadi and
Emre Kiciman and
Margaret Mitchell},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {Fairness-Aware Machine Learning: Practical Challenges and Lessons
Learned},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {834--835},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3291383},
doi = {10.1145/3289600.3291383},
timestamp = {Sat, 30 May 2020 20:02:29 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/BirdKKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/KenthapadiMT19,
author = {Krishnaram Kenthapadi and
Ilya Mironov and
Abhradeep Guha Thakurta},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {Privacy-preserving Data Mining in Industry},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {840--841},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3291384},
doi = {10.1145/3289600.3291384},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/KenthapadiMT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BirdHKKM19,
author = {Sarah Bird and
Ben Hutchinson and
Krishnaram Kenthapadi and
Emre Kiciman and
Margaret Mitchell},
editor = {Sihem Amer{-}Yahia and
Mohammad Mahdian and
Ashish Goel and
Geert{-}Jan Houben and
Kristina Lerman and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {Fairness-Aware Machine Learning: Practical Challenges and Lessons
Learned},
booktitle = {Companion of The 2019 World Wide Web Conference, {WWW} 2019, San Francisco,
CA, USA, May 13-17, 2019},
pages = {1297--1298},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308560.3320086},
doi = {10.1145/3308560.3320086},
timestamp = {Sun, 22 Sep 2019 18:15:38 +0200},
biburl = {https://dblp.org/rec/conf/www/BirdHKKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KenthapadiMT19,
author = {Krishnaram Kenthapadi and
Ilya Mironov and
Abhradeep Thakurta},
editor = {Sihem Amer{-}Yahia and
Mohammad Mahdian and
Ashish Goel and
Geert{-}Jan Houben and
Kristina Lerman and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {Privacy-preserving Data Mining in Industry},
booktitle = {Companion of The 2019 World Wide Web Conference, {WWW} 2019, San Francisco,
CA, USA, May 13-17, 2019},
pages = {1308--1310},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308560.3320085},
doi = {10.1145/3308560.3320085},
timestamp = {Thu, 16 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/KenthapadiMT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09451,
author = {Maria De{-}Arteaga and
Alexey Romanov and
Hanna M. Wallach and
Jennifer T. Chayes and
Christian Borgs and
Alexandra Chouldechova and
Sahin Cem Geyik and
Krishnaram Kenthapadi and
Adam Tauman Kalai},
title = {Bias in Bios: {A} Case Study of Semantic Representation Bias in a
High-Stakes Setting},
journal = {CoRR},
volume = {abs/1901.09451},
year = {2019},
url = {http://arxiv.org/abs/1901.09451},
eprinttype = {arXiv},
eprint = {1901.09451},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-05233,
author = {Alexey Romanov and
Maria De{-}Arteaga and
Hanna M. Wallach and
Jennifer T. Chayes and
Christian Borgs and
Alexandra Chouldechova and
Sahin Cem Geyik and
Krishnaram Kenthapadi and
Anna Rumshisky and
Adam Tauman Kalai},
title = {What's in a Name? Reducing Bias in Bios without Access to Protected
Attributes},
journal = {CoRR},
volume = {abs/1904.05233},
year = {2019},
url = {http://arxiv.org/abs/1904.05233},
eprinttype = {arXiv},
eprint = {1904.05233},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-05233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-01989,
author = {Sahin Cem Geyik and
Stuart Ambler and
Krishnaram Kenthapadi},
title = {Fairness-Aware Ranking in Search {\&} Recommendation Systems with
Application to LinkedIn Talent Search},
journal = {CoRR},
volume = {abs/1905.01989},
year = {2019},
url = {http://arxiv.org/abs/1905.01989},
eprinttype = {arXiv},
eprint = {1905.01989},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-01989.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KenthapadiT18,
author = {Krishnaram Kenthapadi and
Thanh T. L. Tran},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {PriPeARL: {A} Framework for Privacy-Preserving Analytics and Reporting
at LinkedIn},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {2183--2191},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3272031},
doi = {10.1145/3269206.3272031},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/KenthapadiT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RamanathIPHGOWK18,
author = {Rohan Ramanath and
Hakan Inan and
Gungor Polatkan and
Bo Hu and
Qi Guo and
Cagri Ozcaglar and
Xianren Wu and
Krishnaram Kenthapadi and
Sahin Cem Geyik},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Towards Deep and Representation Learning for Talent Search at LinkedIn},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {2253--2261},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3272030},
doi = {10.1145/3269206.3272030},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/RamanathIPHGOWK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenLZK18,
author = {Xi Chen and
Yiqun Liu and
Liang Zhang and
Krishnaram Kenthapadi},
editor = {Yike Guo and
Faisal Farooq},
title = {How LinkedIn Economic Graph Bonds Information and Product: Applications
in LinkedIn Salary},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {120--129},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219921},
doi = {10.1145/3219819.3219921},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChenLZK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GeyikGHOTWK18,
author = {Sahin Cem Geyik and
Qi Guo and
Bo Hu and
Cagri Ozcaglar and
Ketan Thakkar and
Xianren Wu and
Krishnaram Kenthapadi},
editor = {Kevyn Collins{-}Thompson and
Qiaozhu Mei and
Brian D. Davison and
Yiqun Liu and
Emine Yilmaz},
title = {Talent Search and Recommendation Systems at LinkedIn: Practical Challenges
and Lessons Learned},
booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
USA, July 08-12, 2018},
pages = {1353--1354},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209978.3210205},
doi = {10.1145/3209978.3210205},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/GeyikGHOTWK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-09063,
author = {Xi Chen and
Yiqun Liu and
Liang Zhang and
Krishnaram Kenthapadi},
title = {How LinkedIn Economic Graph Bonds Information and Product: Applications
in LinkedIn Salary},
journal = {CoRR},
volume = {abs/1806.09063},
year = {2018},
url = {http://arxiv.org/abs/1806.09063},
eprinttype = {arXiv},
eprint = {1806.09063},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-09063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-06473,
author = {Rohan Ramanath and
Hakan Inan and
Gungor Polatkan and
Bo Hu and
Qi Guo and
Cagri Ozcaglar and
Xianren Wu and
Krishnaram Kenthapadi and
Sahin Cem Geyik},
title = {Towards Deep and Representation Learning for Talent Search at LinkedIn},
journal = {CoRR},
volume = {abs/1809.06473},
year = {2018},
url = {http://arxiv.org/abs/1809.06473},
eprinttype = {arXiv},
eprint = {1809.06473},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-06473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-06481,
author = {Sahin Cem Geyik and
Qi Guo and
Bo Hu and
Cagri Ozcaglar and
Ketan Thakkar and
Xianren Wu and
Krishnaram Kenthapadi},
title = {Talent Search and Recommendation Systems at LinkedIn: Practical Challenges
and Lessons Learned},
journal = {CoRR},
volume = {abs/1809.06481},
year = {2018},
url = {http://arxiv.org/abs/1809.06481},
eprinttype = {arXiv},
eprint = {1809.06481},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-06481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07754,
author = {Krishnaram Kenthapadi and
Thanh T. L. Tran},
title = {PriPeARL: {A} Framework for Privacy-Preserving Analytics and Reporting
at LinkedIn},
journal = {CoRR},
volume = {abs/1809.07754},
year = {2018},
url = {http://arxiv.org/abs/1809.07754},
eprinttype = {arXiv},
eprint = {1809.07754},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-07754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KenthapadiAZA17,
author = {Krishnaram Kenthapadi and
Stuart Ambler and
Liang Zhang and
Deepak Agarwal},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Bringing Salary Transparency to the World: Computing Robust Compensation
Insights via LinkedIn Salary},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {447--455},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132863},
doi = {10.1145/3132847.3132863},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/KenthapadiAZA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BorisyukZK17,
author = {Fedor Borisyuk and
Liang Zhang and
Krishnaram Kenthapadi},
title = {LiJAR: {A} System for Job Application Redistribution towards Efficient
Career Marketplace},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1397--1406},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098028},
doi = {10.1145/3097983.3098028},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BorisyukZK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pac/KenthapadiCA17,
author = {Krishnaram Kenthapadi and
Ahsan Chudhary and
Stuart Ambler},
title = {LinkedIn Salary: {A} System for Secure Collection and Presentation
of Structured Compensation Insights to Job Seekers},
booktitle = {{IEEE} Symposium on Privacy-Aware Computing, {PAC} 2017, Washington,
DC, USA, August 1-4, 2017},
pages = {13--24},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.ieeecomputersociety.org/10.1109/PAC.2017.9},
doi = {10.1109/PAC.2017.9},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pac/KenthapadiCA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KenthapadiLV17,
author = {Krishnaram Kenthapadi and
Benjamin Le and
Ganesh Venkataraman},
editor = {Paolo Cremonesi and
Francesco Ricci and
Shlomo Berkovsky and
Alexander Tuzhilin},
title = {Personalized Job Recommendation System at LinkedIn: Practical Challenges
and Lessons Learned},
booktitle = {Proceedings of the Eleventh {ACM} Conference on Recommender Systems,
RecSys 2017, Como, Italy, August 27-31, 2017},
pages = {346--347},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3109859.3109921},
doi = {10.1145/3109859.3109921},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/KenthapadiLV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/AryaVGK17,
author = {Dhruv Arya and
Ganesh Venkataraman and
Aman Grover and
Krishnaram Kenthapadi},
editor = {Noriko Kando and
Tetsuya Sakai and
Hideo Joho and
Hang Li and
Arjen P. de Vries and
Ryen W. White},
title = {Candidate Selection for Large Scale Personalized Search and Recommender
Systems},
booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Shinjuku, Tokyo,
Japan, August 7-11, 2017},
pages = {1391--1393},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3077136.3082066},
doi = {10.1145/3077136.3082066},
timestamp = {Tue, 06 Nov 2018 11:07:22 +0100},
biburl = {https://dblp.org/rec/conf/sigir/AryaVGK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KenthapadiAZA17,
author = {Krishnaram Kenthapadi and
Stuart Ambler and
Liang Zhang and
Deepak Agarwal},
title = {Bringing Salary Transparency to the World: Computing Robust Compensation
Insights via LinkedIn Salary},
journal = {CoRR},
volume = {abs/1703.09845},
year = {2017},
url = {http://arxiv.org/abs/1703.09845},
eprinttype = {arXiv},
eprint = {1703.09845},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KenthapadiAZA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KenthapadiCA17,
author = {Krishnaram Kenthapadi and
Ahsan Chudhary and
Stuart Ambler},
title = {LinkedIn Salary: {A} System for Secure Collection and Presentation
of Structured Compensation Insights to Job Seekers},
journal = {CoRR},
volume = {abs/1705.06976},
year = {2017},
url = {http://arxiv.org/abs/1705.06976},
eprinttype = {arXiv},
eprint = {1705.06976},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KenthapadiCA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangKRH17,
author = {Jian Wang and
Krishnaram Kenthapadi and
Kaushik Rangadurai and
David Hardtke},
title = {Dionysius: {A} Framework for Modeling Hierarchical User Interactions
in Recommender Systems},
journal = {CoRR},
volume = {abs/1706.03849},
year = {2017},
url = {http://arxiv.org/abs/1706.03849},
eprinttype = {arXiv},
eprint = {1706.03849},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangKRH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BorisyukKSZ16,
author = {Fedor Borisyuk and
Krishnaram Kenthapadi and
David Stein and
Bo Zhao},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {CaSMoS: {A} Framework for Learning Candidate Selection Models over
Structured Queries and Documents},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {441--450},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939718},
doi = {10.1145/2939672.2939718},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BorisyukKSZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AgrawalGKK14,
author = {Rakesh Agrawal and
Sreenivas Gollapudi and
Anitha Kannan and
Krishnaram Kenthapadi},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {Similarity Search using Concept Graphs},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {719--728},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2661995},
doi = {10.1145/2661829.2661995},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/AgrawalGKK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cosn/CookDKM14,
author = {James Cook and
Abhimanyu Das and
Krishnaram Kenthapadi and
Nina Mishra},
editor = {Alessandra Sala and
Ashish Goel and
Krishna P. Gummadi},
title = {Ranking Twitter discussion groups},
booktitle = {Proceedings of the second {ACM} conference on Online social networks,
{COSN} 2014, Dublin, Ireland, October 1-2, 2014},
pages = {177--190},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2660460.2660473},
doi = {10.1145/2660460.2660473},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cosn/CookDKM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/KokkodisKK14,
author = {Marios Kokkodis and
Anitha Kannan and
Krishnaram Kenthapadi},
editor = {John C. Stamper and
Zachary A. Pardos and
Manolis Mavrikis and
Bruce M. McLaren},
title = {Assigning Educational Videos at Appropriate Locations in Textbooks},
booktitle = {Proceedings of the 7th International Conference on Educational Data
Mining, {EDM} 2014, London, UK, July 4-7, 2014},
pages = {201--204},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2014},
url = {http://www.educationaldatamining.org/EDM2014/uploads/procs2014/shortpapers/201\_EDM-2014-Short.pdf},
timestamp = {Thu, 02 Jun 2022 10:23:43 +0200},
biburl = {https://dblp.org/rec/conf/edm/KokkodisKK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icfca/AgrawalCGKKS14,
author = {Rakesh Agrawal and
Maria Christoforaki and
Sreenivas Gollapudi and
Anitha Kannan and
Krishnaram Kenthapadi and
Adith Swaminathan},
editor = {Cynthia Vera Glodeanu and
Mehdi Kaytoue and
Christian Sacarea},
title = {Mining Videos from the Web for Electronic Textbooks},
booktitle = {Formal Concept Analysis - 12th International Conference, {ICFCA} 2014,
Cluj-Napoca, Romania, June 10-13, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8478},
pages = {219--234},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07248-7\_16},
doi = {10.1007/978-3-319-07248-7\_16},
timestamp = {Thu, 14 Oct 2021 10:21:54 +0200},
biburl = {https://dblp.org/rec/conf/icfca/AgrawalCGKKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/KokkodisKK14,
author = {Marios Kokkodis and
Anitha Kannan and
Krishnaram Kenthapadi},
editor = {Mehran Sahami and
Armando Fox and
Marti A. Hearst and
Michelene T. H. Chi},
title = {Assigning videos to textbooks at appropriate granularity},
booktitle = {First {(2014)} {ACM} Conference on Learning @ Scale, L@S 2014, Atlanta,
GA, USA, March 4-5, 2014},
pages = {199--200},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556325.2567880},
doi = {10.1145/2556325.2567880},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lats/KokkodisKK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/AgrawalJK14,
author = {Rakesh Agrawal and
M. Hanif Jhaveri and
Krishnaram Kenthapadi},
editor = {Mehran Sahami and
Armando Fox and
Marti A. Hearst and
Michelene T. H. Chi},
title = {Evaluating educational interventions at scale},
booktitle = {First {(2014)} {ACM} Conference on Learning @ Scale, L@S 2014, Atlanta,
GA, USA, March 4-5, 2014},
pages = {207--208},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556325.2567884},
doi = {10.1145/2556325.2567884},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lats/AgrawalJK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dev/2014,
editor = {Anitha Kannan and
Krishnaram Kenthapadi and
Shankar Kalyanaraman and
Marshini Chetty and
Vanessa Fr{\'{\i}}as{-}Mart{\'{\i}}nez},
title = {Proceedings of the Fifth {ACM} Symposium on Computing for Development,
{ACM} {DEV} 2014, San Jose, CA, USA, December 5-6, 2014},
publisher = {{ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2674377},
isbn = {978-1-4503-2936-1},
timestamp = {Mon, 22 Dec 2014 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dev/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcss/KenthapadiMN13,
author = {Krishnaram Kenthapadi and
Nina Mishra and
Kobbi Nissim},
title = {Denials leak information: Simulatable auditing},
journal = {J. Comput. Syst. Sci.},
volume = {79},
number = {8},
pages = {1322--1340},
year = {2013},
url = {https://doi.org/10.1016/j.jcss.2013.06.004},
doi = {10.1016/J.JCSS.2013.06.004},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcss/KenthapadiMN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpc/KenthapadiKMM13,
author = {Krishnaram Kenthapadi and
Aleksandra Korolova and
Ilya Mironov and
Nina Mishra},
title = {Privacy via the Johnson-Lindenstrauss Transform},
journal = {J. Priv. Confidentiality},
volume = {5},
number = {1},
year = {2013},
url = {https://doi.org/10.29012/jpc.v5i1.625},
doi = {10.29012/JPC.V5I1.625},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpc/KenthapadiKMM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AgrawalGKK13,
author = {Rakesh Agrawal and
Sreenivas Gollapudi and
Anitha Kannan and
Krishnaram Kenthapadi},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Studying from electronic textbooks},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {1715--1720},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505604},
doi = {10.1145/2505515.2505604},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/AgrawalGKK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/CookKM13,
author = {James Cook and
Krishnaram Kenthapadi and
Nina Mishra},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {Group chats on Twitter},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {225--236},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488409},
doi = {10.1145/2488388.2488409},
timestamp = {Sun, 22 Sep 2019 18:15:38 +0200},
biburl = {https://dblp.org/rec/conf/www/CookKM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dev/AgrawalCGKK12,
author = {Rakesh Agrawal and
Sunandan Chakraborty and
Sreenivas Gollapudi and
Anitha Kannan and
Krishnaram Kenthapadi},
editor = {Ed Cutrell and
Ellen W. Zegura and
Gaetano Borriello and
Bill Thies},
title = {Quality of textbooks: an empirical study},
booktitle = {{ACM} Annual Symposium on Computing for Development, {ACM} {DEV} '12,
Atlanta, GA, {USA} - March 10 - 11, 2012},
pages = {16:1},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2160601.2160623},
doi = {10.1145/2160601.2160623},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dev/AgrawalCGKK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AgrawalCGKK12,
author = {Rakesh Agrawal and
Sunandan Chakraborty and
Sreenivas Gollapudi and
Anitha Kannan and
Krishnaram Kenthapadi},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Empowering authors to diagnose comprehension burden in textbooks},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {967--975},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339682},
doi = {10.1145/2339530.2339682},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/AgrawalCGKK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/AgrawalGKK12,
author = {Rakesh Agrawal and
Sreenivas Gollapudi and
Anitha Kannan and
Krishnaram Kenthapadi},
editor = {Hong Gao and
Lipyeow Lim and
Wei Wang and
Chuan Li and
Lei Chen},
title = {Electronic Textbooks and Data Mining},
booktitle = {Web-Age Information Management - 13th International Conference, {WAIM}
2012, Harbin, China, August 18-20, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7418},
pages = {20--21},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32281-5\_3},
doi = {10.1007/978-3-642-32281-5\_3},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/waim/AgrawalGKK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/NajorkFHKG12,
author = {Marc Najork and
Dennis Fetterly and
Alan Halverson and
Krishnaram Kenthapadi and
Sreenivas Gollapudi},
editor = {Eytan Adar and
Jaime Teevan and
Eugene Agichtein and
Yoelle Maarek},
title = {Of hammers and nails: an empirical comparison of three paradigms for
processing large graphs},
booktitle = {Proceedings of the Fifth International Conference on Web Search and
Web Data Mining, {WSDM} 2012, Seattle, WA, USA, February 8-12, 2012},
pages = {103--112},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2124295.2124310},
doi = {10.1145/2124295.2124310},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/NajorkFHKG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-2606,
author = {Krishnaram Kenthapadi and
Aleksandra Korolova and
Ilya Mironov and
Nina Mishra},
title = {Privacy via the Johnson-Lindenstrauss Transform},
journal = {CoRR},
volume = {abs/1204.2606},
year = {2012},
url = {http://arxiv.org/abs/1204.2606},
eprinttype = {arXiv},
eprint = {1204.2606},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-2606.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/AgrawalGKK11,
author = {Rakesh Agrawal and
Sreenivas Gollapudi and
Anitha Kannan and
Krishnaram Kenthapadi},
title = {Data mining for improving textbooks},
journal = {{SIGKDD} Explor.},
volume = {13},
number = {2},
pages = {7--19},
year = {2011},
url = {https://doi.org/10.1145/2207243.2207246},
doi = {10.1145/2207243.2207246},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/AgrawalGKK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AgrawalGKK11,
author = {Rakesh Agrawal and
Sreenivas Gollapudi and
Anitha Kannan and
Krishnaram Kenthapadi},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Enriching textbooks with images},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {1847--1856},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063843},
doi = {10.1145/2063576.2063843},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/AgrawalGKK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/premi/AgrawalGKK11,
author = {Rakesh Agrawal and
Sreenivas Gollapudi and
Anitha Kannan and
Krishnaram Kenthapadi},
editor = {Sergei O. Kuznetsov and
Deba Prasad Mandal and
Malay Kumar Kundu and
Sankar K. Pal},
title = {Enriching Education through Data Mining},
booktitle = {Pattern Recognition and Machine Intelligence - 4th International Conference,
PReMI 2011, Moscow, Russia, June 27 - July 1, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6744},
pages = {1--2},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21786-9\_1},
doi = {10.1007/978-3-642-21786-9\_1},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/premi/AgrawalGKK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DingGIKN11,
author = {Shuai Ding and
Sreenivas Gollapudi and
Samuel Ieong and
Krishnaram Kenthapadi and
Alexandros Ntoulas},
editor = {Wei{-}Ying Ma and
Jian{-}Yun Nie and
Ricardo Baeza{-}Yates and
Tat{-}Seng Chua and
W. Bruce Croft},
title = {Indexing strategies for graceful degradation of search quality},
booktitle = {Proceeding of the 34th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, {SIGIR} 2011, Beijing, China,
July 25-29, 2011},
pages = {575--584},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2009916.2009994},
doi = {10.1145/2009916.2009994},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/DingGIKN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AgrawalGKK11,
author = {Rakesh Agrawal and
Sreenivas Gollapudi and
Anitha Kannan and
Krishnaram Kenthapadi},
editor = {Sadagopan Srinivasan and
Krithi Ramamritham and
Arun Kumar and
M. P. Ravindra and
Elisa Bertino and
Ravi Kumar},
title = {Identifying enrichment candidates in textbooks},
booktitle = {Proceedings of the 20th International Conference on World Wide Web,
{WWW} 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion
Volume)},
pages = {483--492},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1963192.1963362},
doi = {10.1145/1963192.1963362},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/AgrawalGKK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/talg/AggarwalPFTKKZ10,
author = {Gagan Aggarwal and
Rina Panigrahy and
Tom{\'{a}}s Feder and
Dilys Thomas and
Krishnaram Kenthapadi and
Samir Khuller and
An Zhu},
title = {Achieving anonymity via clustering},
journal = {{ACM} Trans. Algorithms},
volume = {6},
number = {3},
pages = {49:1--49:19},
year = {2010},
url = {https://doi.org/10.1145/1798596.1798602},
doi = {10.1145/1798596.1798602},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/talg/AggarwalPFTKKZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dev/AgrawalGKSV10,
author = {Rakesh Agrawal and
Sreenivas Gollapudi and
Krishnaram Kenthapadi and
Nitish Srivastava and
Raja Velu},
editor = {Andrew M. Dearden and
Tapan S. Parikh and
Lakshminarayanan Subramanian},
title = {Enriching textbooks through data mining},
booktitle = {First {ACM} Annual Symposium on Computing for Development, {ACM} {DEV}
'10, London, United Kingdom, December 17 - 18, 2010},
pages = {19},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1926180.1926204},
doi = {10.1145/1926180.1926204},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dev/AgrawalGKSV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/AgrawalHKMT09,
author = {Rakesh Agrawal and
Alan Halverson and
Krishnaram Kenthapadi and
Nina Mishra and
Panayiotis Tsaparas},
editor = {Ricardo Baeza{-}Yates and
Paolo Boldi and
Berthier A. Ribeiro{-}Neto and
Berkant Barla Cambazoglu},
title = {Generating labels from clicks},
booktitle = {Proceedings of the Second International Conference on Web Search and
Web Data Mining, {WSDM} 2009, Barcelona, Spain, February 9-11, 2009},
pages = {172--181},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1498759.1498824},
doi = {10.1145/1498759.1498824},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/AgrawalHKMT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KorolovaKMN09,
author = {Aleksandra Korolova and
Krishnaram Kenthapadi and
Nina Mishra and
Alexandros Ntoulas},
editor = {Juan Quemada and
Gonzalo Le{\'{o}}n and
Yo{\"{e}}lle S. Maarek and
Wolfgang Nejdl},
title = {Releasing search queries and clicks privately},
booktitle = {Proceedings of the 18th International Conference on World Wide Web,
{WWW} 2009, Madrid, Spain, April 20-24, 2009},
pages = {171--180},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1526709.1526733},
doi = {10.1145/1526709.1526733},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/KorolovaKMN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/NabarKMM08,
author = {Shubha U. Nabar and
Krishnaram Kenthapadi and
Nina Mishra and
Rajeev Motwani},
editor = {Charu C. Aggarwal and
Philip S. Yu},
title = {A Survey of Query Auditing Techniques for Data Privacy},
booktitle = {Privacy-Preserving Data Mining - Models and Algorithms},
series = {Advances in Database Systems},
volume = {34},
pages = {415--431},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-0-387-70992-5\_17},
doi = {10.1007/978-0-387-70992-5\_17},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/ads/NabarKMM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Kenthapadi06,
author = {Krishnaram Kenthapadi},
title = {Models and algorithms for data privacy},
school = {Stanford University, {USA}},
year = {2006},
url = {https://searchworks.stanford.edu/view/6689925},
timestamp = {Wed, 31 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Kenthapadi06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurocrypt/DworkKMMN06,
author = {Cynthia Dwork and
Krishnaram Kenthapadi and
Frank McSherry and
Ilya Mironov and
Moni Naor},
editor = {Serge Vaudenay},
title = {Our Data, Ourselves: Privacy Via Distributed Noise Generation},
booktitle = {Advances in Cryptology - {EUROCRYPT} 2006, 25th Annual International
Conference on the Theory and Applications of Cryptographic Techniques,
St. Petersburg, Russia, May 28 - June 1, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4004},
pages = {486--503},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11761679\_29},
doi = {10.1007/11761679\_29},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/eurocrypt/DworkKMMN06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/AggarwalFKKPTZ06,
author = {Gagan Aggarwal and
Tom{\'{a}}s Feder and
Krishnaram Kenthapadi and
Samir Khuller and
Rina Panigrahy and
Dilys Thomas and
An Zhu},
editor = {Stijn Vansummeren},
title = {Achieving anonymity via clustering},
booktitle = {Proceedings of the Twenty-Fifth {ACM} {SIGACT-SIGMOD-SIGART} Symposium
on Principles of Database Systems, June 26-28, 2006, Chicago, Illinois,
{USA}},
pages = {153--162},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1142351.1142374},
doi = {10.1145/1142351.1142374},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/AggarwalFKKPTZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/KenthapadiP06,
author = {Krishnaram Kenthapadi and
Rina Panigrahy},
title = {Balanced allocation on graphs},
booktitle = {Proceedings of the Seventeenth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2006, Miami, Florida, USA, January 22-26, 2006},
pages = {434--443},
publisher = {{ACM} Press},
year = {2006},
url = {http://dl.acm.org/citation.cfm?id=1109557.1109606},
timestamp = {Fri, 07 Dec 2012 17:02:08 +0100},
biburl = {https://dblp.org/rec/conf/soda/KenthapadiP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/NabarMKMM06,
author = {Shubha U. Nabar and
Bhaskara Marthi and
Krishnaram Kenthapadi and
Nina Mishra and
Rajeev Motwani},
editor = {Umeshwar Dayal and
Kyu{-}Young Whang and
David B. Lomet and
Gustavo Alonso and
Guy M. Lohman and
Martin L. Kersten and
Sang Kyun Cha and
Young{-}Kuk Kim},
title = {Towards Robustness in Query Auditing},
booktitle = {Proceedings of the 32nd International Conference on Very Large Data
Bases, Seoul, Korea, September 12-15, 2006},
pages = {151--162},
publisher = {{ACM}},
year = {2006},
url = {http://dl.acm.org/citation.cfm?id=1164142},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/NabarMKMM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/AggarwalBGGKMSTX05,
author = {Gagan Aggarwal and
Mayank Bawa and
Prasanna Ganesan and
Hector Garcia{-}Molina and
Krishnaram Kenthapadi and
Rajeev Motwani and
Utkarsh Srivastava and
Dilys Thomas and
Ying Xu},
title = {Two Can Keep {A} Secret: {A} Distributed Architecture for Secure Database
Services},
booktitle = {Second Biennial Conference on Innovative Data Systems Research, {CIDR}
2005, Asilomar, CA, USA, January 4-7, 2005, Online Proceedings},
pages = {186--199},
publisher = {www.cidrdb.org},
year = {2005},
url = {http://cidrdb.org/cidr2005/papers/P16.pdf},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/AggarwalBGGKMSTX05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdt/AggarwalFKMPTZ05,
author = {Gagan Aggarwal and
Tom{\'{a}}s Feder and
Krishnaram Kenthapadi and
Rajeev Motwani and
Rina Panigrahy and
Dilys Thomas and
An Zhu},
editor = {Thomas Eiter and
Leonid Libkin},
title = {Anonymizing Tables},
booktitle = {Database Theory - {ICDT} 2005, 10th International Conference, Edinburgh,
UK, January 5-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3363},
pages = {246--258},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-3-540-30570-5\_17},
doi = {10.1007/978-3-540-30570-5\_17},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdt/AggarwalFKMPTZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/KenthapadiMN05,
author = {Krishnaram Kenthapadi and
Nina Mishra and
Kobbi Nissim},
editor = {Chen Li},
title = {Simulatable auditing},
booktitle = {Proceedings of the Twenty-fourth {ACM} {SIGACT-SIGMOD-SIGART} Symposium
on Principles of Database Systems, June 13-15, 2005, Baltimore, Maryland,
{USA}},
pages = {118--127},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1065167.1065183},
doi = {10.1145/1065167.1065183},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/KenthapadiMN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spaa/KenthapadiM05,
author = {Krishnaram Kenthapadi and
Gurmeet Singh Manku},
editor = {Phillip B. Gibbons and
Paul G. Spirakis},
title = {Decentralized algorithms using both local and random probes for {P2P}
load balancing},
booktitle = {{SPAA} 2005: Proceedings of the 17th Annual {ACM} Symposium on Parallelism
in Algorithms and Architectures, July 18-20, 2005, Las Vegas, Nevada,
{USA}},
pages = {135--144},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1073970.1073990},
doi = {10.1145/1073970.1073990},
timestamp = {Wed, 21 Nov 2018 11:12:26 +0100},
biburl = {https://dblp.org/rec/conf/spaa/KenthapadiM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0510086,
author = {Krishnaram Kenthapadi and
Rina Panigrahy},
title = {Balanced Allocation on Graphs},
journal = {CoRR},
volume = {abs/cs/0510086},
year = {2005},
url = {http://arxiv.org/abs/cs/0510086},
eprinttype = {arXiv},
eprint = {cs/0510086},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0510086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/AggarwalBGGKMMSTW04,
author = {Gagan Aggarwal and
Mayank Bawa and
Prasanna Ganesan and
Hector Garcia{-}Molina and
Krishnaram Kenthapadi and
Nina Mishra and
Rajeev Motwani and
Utkarsh Srivastava and
Dilys Thomas and
Jennifer Widom and
Ying Xu},
editor = {Mario A. Nascimento and
M. Tamer {\"{O}}zsu and
Donald Kossmann and
Ren{\'{e}}e J. Miller and
Jos{\'{e}} A. Blakeley and
K. Bernhard Schiefer},
title = {Vision Paper: Enabling Privacy for the Paranoids},
booktitle = {(e)Proceedings of the Thirtieth International Conference on Very Large
Data Bases, {VLDB} 2004, Toronto, Canada, August 31 - September 3
2004},
pages = {708--719},
publisher = {Morgan Kaufmann},
year = {2004},
url = {http://www.vldb.org/conf/2004/RS19P1.PDF},
doi = {10.1016/B978-012088469-8.50063-2},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/AggarwalBGGKMMSTW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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