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ORCIDBibTeX records: Steven Euijong Whang
@article{DBLP:journals/pvldb/TaeZPRW24,
author = {Ki Hyun Tae and
Hantian Zhang and
Jaeyoung Park and
Kexin Rong and
Steven Euijong Whang},
title = {Falcon: Fair Active Learning using Multi-armed Bandits},
journal = {Proc. {VLDB} Endow.},
volume = {17},
number = {5},
pages = {952--965},
year = {2024},
url = {https://www.vldb.org/pvldb/vol17/p952-whang.pdf},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/TaeZPRW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KimHW24,
author = {Minsu Kim and
Seonghyeon Hwang and
Steven Euijong Whang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Quilt: Robust Data Segment Selection against Concept Drifts},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {21249--21257},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i19.30119},
doi = {10.1609/AAAI.V38I19.30119},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KimHW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-12722,
author = {Ki Hyun Tae and
Hantian Zhang and
Jaeyoung Park and
Kexin Rong and
Steven Euijong Whang},
title = {Falcon: Fair Active Learning using Multi-armed Bandits},
journal = {CoRR},
volume = {abs/2401.12722},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12722},
doi = {10.48550/ARXIV.2401.12722},
eprinttype = {arXiv},
eprint = {2401.12722},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-04644,
author = {Yuji Roh and
Qingyun Liu and
Huan Gui and
Zhe Yuan and
Yujin Tang and
Steven Euijong Whang and
Liang Liu and
Shuchao Bi and
Lichan Hong and
Ed H. Chi and
Zhe Zhao},
title = {{LEVI:} Generalizable Fine-tuning via Layer-wise Ensemble of Different
Views},
journal = {CoRR},
volume = {abs/2402.04644},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04644},
doi = {10.48550/ARXIV.2402.04644},
eprinttype = {arXiv},
eprint = {2402.04644},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-05266,
author = {Jio Oh and
Soyeon Kim and
Junseok Seo and
Jindong Wang and
Ruochen Xu and
Xing Xie and
Steven Euijong Whang},
title = {ERBench: An Entity-Relationship based Automatically Verifiable Hallucination
Benchmark for Large Language Models},
journal = {CoRR},
volume = {abs/2403.05266},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.05266},
doi = {10.48550/ARXIV.2403.05266},
eprinttype = {arXiv},
eprint = {2403.05266},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-05266.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmmod/ZhangTPCW23,
author = {Hantian Zhang and
Ki Hyun Tae and
Jaeyoung Park and
Xu Chu and
Steven Euijong Whang},
title = {iFlipper: Label Flipping for Individual Fairness},
journal = {Proc. {ACM} Manag. Data},
volume = {1},
number = {1},
pages = {8:1--8:26},
year = {2023},
url = {https://doi.org/10.1145/3588688},
doi = {10.1145/3588688},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmmod/ZhangTPCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/Koutrika023f,
author = {Georgia Koutrika and
Jun Yang and
Manos Athanassoulis and
Kostas Stefanidis and
Ju Fan and
Abdul Quamar and
Yuanyan Tian and
Alekh Jindal and
Carsten Binnig and
Jennie Rogers and
Senjuti Basu Roy and
Steven Euijong Whang and
Matthias Boehm and
Aaron J. Elmore and
Vasilis Efthymiou and
Xiao Hu and
Xiaofang Zhou and
Alan D. Fekete},
title = {Front Matter},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {12},
year = {2023},
url = {https://www.vldb.org/pvldb/vol16/FrontMatterVol16No12.pdf},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/Koutrika023f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/WhangRSL23,
author = {Steven Euijong Whang and
Yuji Roh and
Hwanjun Song and
Jae{-}Gil Lee},
title = {Data collection and quality challenges in deep learning: a data-centric
{AI} perspective},
journal = {{VLDB} J.},
volume = {32},
number = {4},
pages = {791--813},
year = {2023},
url = {https://doi.org/10.1007/s00778-022-00775-9},
doi = {10.1007/S00778-022-00775-9},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/WhangRSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HwangW23,
author = {Hyunseung Hwang and
Steven Euijong Whang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {XClusters: Explainability-First Clustering},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {7962--7970},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i7.25963},
doi = {10.1609/AAAI.V37I7.25963},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HwangW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HeoW23,
author = {Geon Heo and
Steven Euijong Whang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Redactor: {A} Data-Centric and Individualized Defense against Inference
Attacks},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {14874--14882},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i12.26737},
doi = {10.1609/AAAI.V37I12.26737},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HeoW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Roh0WS23,
author = {Yuji Roh and
Kangwook Lee and
Steven Euijong Whang and
Changho Suh},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Improving Fair Training under Correlation Shifts},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {29179--29209},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/roh23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/Roh0WS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02323,
author = {Yuji Roh and
Kangwook Lee and
Steven Euijong Whang and
Changho Suh},
title = {Improving Fair Training under Correlation Shifts},
journal = {CoRR},
volume = {abs/2302.02323},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.02323},
doi = {10.48550/ARXIV.2302.02323},
eprinttype = {arXiv},
eprint = {2302.02323},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-02323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15165,
author = {Geon Heo and
Junseok Seo and
Steven Euijong Whang},
title = {Personalized {DP-SGD} using Sampling Mechanisms},
journal = {CoRR},
volume = {abs/2305.15165},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15165},
doi = {10.48550/ARXIV.2305.15165},
eprinttype = {arXiv},
eprint = {2305.15165},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09691,
author = {Minsu Kim and
Seonghyeon Hwang and
Steven Euijong Whang},
title = {Quilt: Robust Data Segment Selection against Concept Drifts},
journal = {CoRR},
volume = {abs/2312.09691},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.09691},
doi = {10.48550/ARXIV.2312.09691},
eprinttype = {arXiv},
eprint = {2312.09691},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-09691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02902,
author = {Geon Heo and
Steven Euijong Whang},
title = {Redactor: Targeted Disinformation Generation using Probabilistic Decision
Boundaries},
journal = {CoRR},
volume = {abs/2202.02902},
year = {2022},
url = {https://arxiv.org/abs/2202.02902},
eprinttype = {arXiv},
eprint = {2202.02902},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-02902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07047,
author = {Hantian Zhang and
Ki Hyun Tae and
Jaeyoung Park and
Xu Chu and
Steven Euijong Whang},
title = {iFlipper: Label Flipping for Individual Fairness},
journal = {CoRR},
volume = {abs/2209.07047},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07047},
doi = {10.48550/ARXIV.2209.07047},
eprinttype = {arXiv},
eprint = {2209.07047},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07047.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-10956,
author = {Hyunseung Hwang and
Steven Euijong Whang},
title = {XClusters: Explainability-first Clustering},
journal = {CoRR},
volume = {abs/2209.10956},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.10956},
doi = {10.48550/ARXIV.2209.10956},
eprinttype = {arXiv},
eprint = {2209.10956},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-10956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/WhangTRH21,
author = {Steven Euijong Whang and
Ki Hyun Tae and
Yuji Roh and
Geon Heo},
title = {Responsible {AI} Challenges in End-to-end Machine Learning},
journal = {{IEEE} Data Eng. Bull.},
volume = {44},
number = {1},
pages = {79--91},
year = {2021},
url = {http://sites.computer.org/debull/A21mar/p79.pdf},
timestamp = {Fri, 04 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/WhangTRH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/RohHW21,
author = {Yuji Roh and
Geon Heo and
Steven Euijong Whang},
title = {A Survey on Data Collection for Machine Learning: {A} Big Data - {AI}
Integration Perspective},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {4},
pages = {1328--1347},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2946162},
doi = {10.1109/TKDE.2019.2946162},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/RohHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Roh0WS21,
author = {Yuji Roh and
Kangwook Lee and
Steven Euijong Whang and
Changho Suh},
title = {FairBatch: Batch Selection for Model Fairness},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=YNnpaAKeCfx},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Roh0WS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001RSW21,
author = {Jae{-}Gil Lee and
Yuji Roh and
Hwanjun Song and
Steven Euijong Whang},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Machine Learning Robustness, Fairness, and their Convergence},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4046--4047},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470799},
doi = {10.1145/3447548.3470799},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001RSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RohLWS21,
author = {Yuji Roh and
Kangwook Lee and
Steven Whang and
Changho Suh},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Sample Selection for Fair and Robust Training},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {815--827},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/07563a3fe3bbe7e3ba84431ad9d055af-Abstract.html},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RohLWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/TaeW21,
author = {Ki Hyun Tae and
Steven Euijong Whang},
editor = {Guoliang Li and
Zhanhuai Li and
Stratos Idreos and
Divesh Srivastava},
title = {Slice Tuner: {A} Selective Data Acquisition Framework for Accurate
and Fair Machine Learning Models},
booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual
Event, China, June 20-25, 2021},
pages = {1771--1783},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3448016.3452792},
doi = {10.1145/3448016.3452792},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/TaeW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/2021deem,
editor = {Matthias Boehm and
Julia Stoyanovich and
Steven Whang},
title = {Proceedings of the Fifth Workshop on Data Management for End-To-End
Machine Learning, In conjunction with the 2021 {ACM} {SIGMOD/PODS}
Conference, DEEM@SIGMOD 2021, Virtual Event, China, 20 June, 2021},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3462462},
doi = {10.1145/3462462},
isbn = {978-1-4503-8486-5},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/2021deem.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-05967,
author = {Steven Euijong Whang and
Ki Hyun Tae and
Yuji Roh and
Geon Heo},
title = {Responsible {AI} Challenges in End-to-end Machine Learning},
journal = {CoRR},
volume = {abs/2101.05967},
year = {2021},
url = {https://arxiv.org/abs/2101.05967},
eprinttype = {arXiv},
eprint = {2101.05967},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-05967.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03374,
author = {Seonghyeon Hwang and
Steven Euijong Whang},
title = {MixRL: Data Mixing Augmentation for Regression using Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2106.03374},
year = {2021},
url = {https://arxiv.org/abs/2106.03374},
eprinttype = {arXiv},
eprint = {2106.03374},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14222,
author = {Yuji Roh and
Kangwook Lee and
Steven Euijong Whang and
Changho Suh},
title = {Sample Selection for Fair and Robust Training},
journal = {CoRR},
volume = {abs/2110.14222},
year = {2021},
url = {https://arxiv.org/abs/2110.14222},
eprinttype = {arXiv},
eprint = {2110.14222},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-06409,
author = {Steven Euijong Whang and
Yuji Roh and
Hwanjun Song and
Jae{-}Gil Lee},
title = {Data Collection and Quality Challenges in Deep Learning: {A} Data-Centric
{AI} Perspective},
journal = {CoRR},
volume = {abs/2112.06409},
year = {2021},
url = {https://arxiv.org/abs/2112.06409},
eprinttype = {arXiv},
eprint = {2112.06409},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-06409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/Whang020,
author = {Steven Whang and
Jae{-}Gil Lee},
title = {Data Collection and Quality Challenges for Deep Learning},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {12},
pages = {3429--3432},
year = {2020},
url = {http://www.vldb.org/pvldb/vol13/p3429-whang.pdf},
doi = {10.14778/3415478.3415562},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/Whang020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/HeoRHLW20,
author = {Geon Heo and
Yuji Roh and
Seonghyeon Hwang and
Dayun Lee and
Steven Whang},
title = {Inspector Gadget: {A} Data Programming-based Labeling System for Industrial
Images},
journal = {Proc. {VLDB} Endow.},
volume = {14},
number = {1},
pages = {28--36},
year = {2020},
url = {http://www.vldb.org/pvldb/vol14/p28-heo.pdf},
doi = {10.14778/3421424.3421429},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/HeoRHLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChungKPTW20,
author = {Yeounoh Chung and
Tim Kraska and
Neoklis Polyzotis and
Ki Hyun Tae and
Steven Euijong Whang},
title = {Automated Data Slicing for Model Validation: {A} Big Data - {AI} Integration
Approach},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {12},
pages = {2284--2296},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2019.2916074},
doi = {10.1109/TKDE.2019.2916074},
timestamp = {Thu, 31 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ChungKPTW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmah-ws/HwangW20,
author = {Hyunseung Hwang and
Steven Euijong Whang},
editor = {Vijay Gadepally and
Timothy G. Mattson and
Michael Stonebraker and
Tim Kraska and
Fusheng Wang and
Gang Luo and
Jun Kong and
Alevtina Dubovitskaya},
title = {Open-World {COVID-19} Data Visualization [Extended Abstract]},
booktitle = {Heterogeneous Data Management, Polystores, and Analytics for Healthcare
- {VLDB} Workshops, Poly 2020 and {DMAH} 2020, Virtual Event, August
31 and September 4, 2020, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12633},
pages = {81--84},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-71055-2\_8},
doi = {10.1007/978-3-030-71055-2\_8},
timestamp = {Wed, 10 Mar 2021 18:50:28 +0100},
biburl = {https://dblp.org/rec/conf/dmah-ws/HwangW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RohLWS20,
author = {Yuji Roh and
Kangwook Lee and
Steven Whang and
Changho Suh},
title = {FR-Train: {A} Mutual Information-Based Approach to Fair and Robust
Training},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8147--8157},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/roh20a.html},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RohLWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dasfaa/2020-1,
editor = {Yunmook Nah and
Bin Cui and
Sang{-}Won Lee and
Jeffrey Xu Yu and
Yang{-}Sae Moon and
Steven Euijong Whang},
title = {Database Systems for Advanced Applications - 25th International Conference,
{DASFAA} 2020, Jeju, South Korea, September 24-27, 2020, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12112},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59410-7},
doi = {10.1007/978-3-030-59410-7},
isbn = {978-3-030-59409-1},
timestamp = {Fri, 25 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/2020-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dasfaa/2020-2,
editor = {Yunmook Nah and
Bin Cui and
Sang{-}Won Lee and
Jeffrey Xu Yu and
Yang{-}Sae Moon and
Steven Euijong Whang},
title = {Database Systems for Advanced Applications - 25th International Conference,
{DASFAA} 2020, Jeju, South Korea, September 24-27, 2020, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12113},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59416-9},
doi = {10.1007/978-3-030-59416-9},
isbn = {978-3-030-59415-2},
timestamp = {Fri, 25 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/2020-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dasfaa/2020-3,
editor = {Yunmook Nah and
Bin Cui and
Sang{-}Won Lee and
Jeffrey Xu Yu and
Yang{-}Sae Moon and
Steven Euijong Whang},
title = {Database Systems for Advanced Applications - 25th International Conference,
{DASFAA} 2020, Jeju, South Korea, September 24-27, 2020, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12114},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59419-0},
doi = {10.1007/978-3-030-59419-0},
isbn = {978-3-030-59418-3},
timestamp = {Fri, 25 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/2020-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dasfaa/2020w,
editor = {Yunmook Nah and
Chulyun Kim and
Seon Ho Kim and
Yang{-}Sae Moon and
Steven Euijong Whang},
title = {Database Systems for Advanced Applications. {DASFAA} 2020 International
Workshops - BDMS, SeCoP, BDQM, GDMA, and AIDE, Jeju, South Korea,
September 24-27, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12115},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59413-8},
doi = {10.1007/978-3-030-59413-8},
isbn = {978-3-030-59412-1},
timestamp = {Tue, 22 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/2020w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigmod/2020deem,
editor = {Sebastian Schelter and
Steven Whang and
Julia Stoyanovich},
title = {Proceedings of the Fourth Workshop on Data Management for End-To-End
Machine Learning, In conjunction with the 2020 {ACM} {SIGMOD/PODS}
Conference, DEEM@SIGMOD 2020, Portland, OR, USA, June 14, 2020},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3399579},
doi = {10.1145/3399579},
isbn = {978-1-4503-8023-2},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/2020deem.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10234,
author = {Yuji Roh and
Kangwook Lee and
Steven Euijong Whang and
Changho Suh},
title = {FR-Train: {A} mutual information-based approach to fair and robust
training},
journal = {CoRR},
volume = {abs/2002.10234},
year = {2020},
url = {https://arxiv.org/abs/2002.10234},
eprinttype = {arXiv},
eprint = {2002.10234},
timestamp = {Mon, 15 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-04549,
author = {Ki Hyun Tae and
Steven Euijong Whang},
title = {Slice Tuner: {A} Selective Data Collection Framework for Accurate
and Fair Machine Learning Models},
journal = {CoRR},
volume = {abs/2003.04549},
year = {2020},
url = {https://arxiv.org/abs/2003.04549},
eprinttype = {arXiv},
eprint = {2003.04549},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-04549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-03264,
author = {Geon Heo and
Yuji Roh and
Seonghyeon Hwang and
Dayun Lee and
Steven Euijong Whang},
title = {Inspector Gadget: {A} Data Programming-based Labeling System for Industrial
Images},
journal = {CoRR},
volume = {abs/2004.03264},
year = {2020},
url = {https://arxiv.org/abs/2004.03264},
eprinttype = {arXiv},
eprint = {2004.03264},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-03264.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-01696,
author = {Yuji Roh and
Kangwook Lee and
Steven Euijong Whang and
Changho Suh},
title = {FairBatch: Batch Selection for Model Fairness},
journal = {CoRR},
volume = {abs/2012.01696},
year = {2020},
url = {https://arxiv.org/abs/2012.01696},
eprinttype = {arXiv},
eprint = {2012.01696},
timestamp = {Mon, 15 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-01696.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ChungKPTW19,
author = {Yeounoh Chung and
Tim Kraska and
Neoklis Polyzotis and
Ki Hyun Tae and
Steven Euijong Whang},
title = {Slice Finder: Automated Data Slicing for Model Validation},
booktitle = {35th {IEEE} International Conference on Data Engineering, {ICDE} 2019,
Macao, China, April 8-11, 2019},
pages = {1550--1553},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDE.2019.00139},
doi = {10.1109/ICDE.2019.00139},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/icde/ChungKPTW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/BreckP0WZ19,
author = {Eric Breck and
Neoklis Polyzotis and
Sudip Roy and
Steven Whang and
Martin Zinkevich},
editor = {Ameet Talwalkar and
Virginia Smith and
Matei Zaharia},
title = {Data Validation for Machine Learning},
booktitle = {Proceedings of Machine Learning and Systems 2019, MLSys 2019, Stanford,
CA, USA, March 31 - April 2, 2019},
publisher = {mlsys.org},
year = {2019},
url = {https://proceedings.mlsys.org/book/267.pdf},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/BreckP0WZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/TaeROKW19,
author = {Ki Hyun Tae and
Yuji Roh and
Young Hun Oh and
Hyunsu Kim and
Steven Euijong Whang},
editor = {Sebastian Schelter and
Neoklis Polyzotis and
Stephan Seufert and
Manasi Vartak},
title = {Data Cleaning for Accurate, Fair, and Robust Models: {A} Big Data
- {AI} Integration Approach},
booktitle = {Proceedings of the 3rd International Workshop on Data Management for
End-to-End Machine Learning, DEEM@SIGMOD 2019, Amsterdam, The Netherlands,
June 30, 2019},
pages = {5:1--5:4},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3329486.3329493},
doi = {10.1145/3329486.3329493},
timestamp = {Wed, 05 Jun 2019 14:52:53 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/TaeROKW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-10761,
author = {Ki Hyun Tae and
Yuji Roh and
Young Hun Oh and
Hyunsu Kim and
Steven Euijong Whang},
title = {Data Cleaning for Accurate, Fair, and Robust Models: {A} Big Data
- {AI} Integration Approach},
journal = {CoRR},
volume = {abs/1904.10761},
year = {2019},
url = {http://arxiv.org/abs/1904.10761},
eprinttype = {arXiv},
eprint = {1904.10761},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-10761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/PolyzotisRWZ18,
author = {Neoklis Polyzotis and
Sudip Roy and
Steven Euijong Whang and
Martin Zinkevich},
title = {Data Lifecycle Challenges in Production Machine Learning: {A} Survey},
journal = {{SIGMOD} Rec.},
volume = {47},
number = {2},
pages = {17--28},
year = {2018},
url = {https://doi.org/10.1145/3299887.3299891},
doi = {10.1145/3299887.3299891},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/PolyzotisRWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-06068,
author = {Yeounoh Chung and
Tim Kraska and
Neoklis Polyzotis and
Steven Euijong Whang},
title = {Slice Finder: Automated Data Slicing for Model Validation},
journal = {CoRR},
volume = {abs/1807.06068},
year = {2018},
url = {http://arxiv.org/abs/1807.06068},
eprinttype = {arXiv},
eprint = {1807.06068},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-06068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03402,
author = {Yuji Roh and
Geon Heo and
Steven Euijong Whang},
title = {A Survey on Data Collection for Machine Learning: a Big Data - {AI}
Integration Perspective},
journal = {CoRR},
volume = {abs/1811.03402},
year = {2018},
url = {http://arxiv.org/abs/1811.03402},
eprinttype = {arXiv},
eprint = {1811.03402},
timestamp = {Fri, 23 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BaylorBCFFHHIJK17,
author = {Denis Baylor and
Eric Breck and
Heng{-}Tze Cheng and
Noah Fiedel and
Chuan Yu Foo and
Zakaria Haque and
Salem Haykal and
Mustafa Ispir and
Vihan Jain and
Levent Koc and
Chiu Yuen Koo and
Lukasz Lew and
Clemens Mewald and
Akshay Naresh Modi and
Neoklis Polyzotis and
Sukriti Ramesh and
Sudip Roy and
Steven Euijong Whang and
Martin Wicke and
Jarek Wilkiewicz and
Xin Zhang and
Martin Zinkevich},
title = {{TFX:} {A} TensorFlow-Based Production-Scale Machine Learning Platform},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1387--1395},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098021},
doi = {10.1145/3097983.3098021},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BaylorBCFFHHIJK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Polyzotis0WZ17,
author = {Neoklis Polyzotis and
Sudip Roy and
Steven Euijong Whang and
Martin Zinkevich},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {Data Management Challenges in Production Machine Learning},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {1723--1726},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3054782},
doi = {10.1145/3035918.3054782},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/Polyzotis0WZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/HalevyKNOPRW16,
author = {Alon Y. Halevy and
Flip Korn and
Natalya Fridman Noy and
Christopher Olston and
Neoklis Polyzotis and
Sudip Roy and
Steven Euijong Whang},
title = {Managing Google's data lake: an overview of the Goods system},
journal = {{IEEE} Data Eng. Bull.},
volume = {39},
number = {3},
pages = {5--14},
year = {2016},
url = {http://sites.computer.org/debull/A16sept/p5.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/HalevyKNOPRW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/FaridIWY16,
author = {Mina H. Farid and
Ihab F. Ilyas and
Steven Euijong Whang and
Cong Yu},
editor = {Raffaele Perego and
Fabrizio Sebastiani and
Javed A. Aslam and
Ian Ruthven and
Justin Zobel},
title = {{LONLIES:} Estimating Property Values for Long Tail Entities},
booktitle = {Proceedings of the 39th International {ACM} {SIGIR} conference on
Research and Development in Information Retrieval, {SIGIR} 2016, Pisa,
Italy, July 17-21, 2016},
pages = {1125--1128},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2911451.2911466},
doi = {10.1145/2911451.2911466},
timestamp = {Wed, 14 Nov 2018 10:58:11 +0100},
biburl = {https://dblp.org/rec/conf/sigir/FaridIWY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HalevyKNOPRW16,
author = {Alon Y. Halevy and
Flip Korn and
Natalya Fridman Noy and
Christopher Olston and
Neoklis Polyzotis and
Sudip Roy and
Steven Euijong Whang},
editor = {Fatma {\"{O}}zcan and
Georgia Koutrika and
Sam Madden},
title = {Goods: Organizing Google's Datasets},
booktitle = {Proceedings of the 2016 International Conference on Management of
Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 -
July 01, 2016},
pages = {795--806},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2882903.2903730},
doi = {10.1145/2882903.2903730},
timestamp = {Wed, 14 Nov 2018 10:56:20 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/HalevyKNOPRW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HalevyNSWY16,
author = {Alon Y. Halevy and
Natalya Fridman Noy and
Sunita Sarawagi and
Steven Euijong Whang and
Xiao Yu},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Discovering Structure in the Universe of Attribute Names},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11 - 15, 2016},
pages = {939--949},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872427.2882975},
doi = {10.1145/2872427.2882975},
timestamp = {Tue, 12 Apr 2022 14:46:29 +0200},
biburl = {https://dblp.org/rec/conf/www/HalevyNSWY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webdb/Movshovitz-Attias15,
author = {Dana Movshovitz{-}Attias and
Steven Euijong Whang and
Natalya Fridman Noy and
Alon Y. Halevy},
editor = {Julia Stoyanovich and
Fabian M. Suchanek},
title = {Discovering Subsumption Relationships for Web-Based Ontologies},
booktitle = {Proceedings of the 18th International Workshop on Web and Databases,
Melbourne, VIC, Australia, May 31, 2015},
pages = {62--69},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2767109.2767111},
doi = {10.1145/2767109.2767111},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webdb/Movshovitz-Attias15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/GuptaHWWW14,
author = {Rahul Gupta and
Alon Y. Halevy and
Xuezhi Wang and
Steven Euijong Whang and
Fei Wu},
title = {Biperpedia: An Ontology for Search Applications},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {7},
pages = {505--516},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p505-gupta.pdf},
doi = {10.14778/2732286.2732288},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/GuptaHWWW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/WhangG14,
author = {Steven Euijong Whang and
Hector Garcia{-}Molina},
title = {Incremental entity resolution on rules and data},
journal = {{VLDB} J.},
volume = {23},
number = {1},
pages = {77--102},
year = {2014},
url = {https://doi.org/10.1007/s00778-013-0315-0},
doi = {10.1007/S00778-013-0315-0},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/WhangG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YahyaWGH14,
author = {Mohamed Yahya and
Steven Whang and
Rahul Gupta and
Alon Y. Halevy},
editor = {Alessandro Moschitti and
Bo Pang and
Walter Daelemans},
title = {ReNoun: Fact Extraction for Nominal Attributes},
booktitle = {Proceedings of the 2014 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2014, October 25-29, 2014, Doha, Qatar,
{A} meeting of SIGDAT, a Special Interest Group of the {ACL}},
pages = {325--335},
publisher = {{ACL}},
year = {2014},
url = {https://doi.org/10.3115/v1/d14-1038},
doi = {10.3115/V1/D14-1038},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YahyaWGH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/WhangLG13,
author = {Steven Euijong Whang and
Peter Lofgren and
Hector Garcia{-}Molina},
title = {Question Selection for Crowd Entity Resolution},
journal = {Proc. {VLDB} Endow.},
volume = {6},
number = {6},
pages = {349--360},
year = {2013},
url = {http://www.vldb.org/pvldb/vol6/p349-whang.pdf},
doi = {10.14778/2536336.2536337},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/WhangLG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WhangMG13,
author = {Steven Euijong Whang and
David Marmaros and
Hector Garcia{-}Molina},
title = {Pay-As-You-Go Entity Resolution},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {5},
pages = {1111--1124},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2012.43},
doi = {10.1109/TKDE.2012.43},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WhangMG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/WhangG13,
author = {Steven Euijong Whang and
Hector Garcia{-}Molina},
title = {Joint entity resolution on multiple datasets},
journal = {{VLDB} J.},
volume = {22},
number = {6},
pages = {773--795},
year = {2013},
url = {https://doi.org/10.1007/s00778-013-0308-z},
doi = {10.1007/S00778-013-0308-Z},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/WhangG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WhangG13,
author = {Steven Euijong Whang and
Hector Garcia{-}Molina},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Disinformation techniques for entity resolution},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {715--720},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505636},
doi = {10.1145/2505515.2505636},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WhangG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Whang12,
author = {Steven Euijong Whang},
title = {Data analytics: integration and privacy},
school = {Stanford University, {USA}},
year = {2012},
url = {https://searchworks.stanford.edu/view/9625291},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Whang12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/WhangG12,
author = {Steven Euijong Whang and
Hector Garcia{-}Molina},
editor = {Anastasios Kementsietsidis and
Marcos Antonio Vaz Salles},
title = {Joint Entity Resolution},
booktitle = {{IEEE} 28th International Conference on Data Engineering {(ICDE} 2012),
Washington, DC, {USA} (Arlington, Virginia), 1-5 April, 2012},
pages = {294--305},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDE.2012.119},
doi = {10.1109/ICDE.2012.119},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/WhangG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdmw/WhangG12,
author = {Steven Euijong Whang and
Hector Garcia{-}Molina},
editor = {Willem Jonker and
Milan Petkovic},
title = {A Model for Quantifying Information Leakage},
booktitle = {Secure Data Management - 9th {VLDB} Workshop, {SDM} 2012, Istanbul,
Turkey, August 27, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7482},
pages = {25--44},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32873-2\_3},
doi = {10.1007/978-3-642-32873-2\_3},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/sdmw/WhangG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/WhangG11,
author = {Steven Euijong Whang and
Hector Garcia{-}Molina},
title = {Developments in Generic Entity Resolution},
journal = {{IEEE} Data Eng. Bull.},
volume = {34},
number = {3},
pages = {51--59},
year = {2011},
url = {http://sites.computer.org/debull/A11sept/whang1.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/WhangG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/WhangG11,
author = {Steven Whang and
Hector Garcia{-}Molina},
title = {Managing Information Leakage},
booktitle = {Fifth Biennial Conference on Innovative Data Systems Research, {CIDR}
2011, Asilomar, CA, USA, January 9-12, 2011, Online Proceedings},
pages = {79--84},
publisher = {www.cidrdb.org},
year = {2011},
url = {http://cidrdb.org/cidr2011/Papers/CIDR11\_Paper9.pdf},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/WhangG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/MenestrinaWG10,
author = {David Menestrina and
Steven Whang and
Hector Garcia{-}Molina},
title = {Evaluating Entity Resolution Results},
journal = {Proc. {VLDB} Endow.},
volume = {3},
number = {1},
pages = {208--219},
year = {2010},
url = {http://www.vldb.org/pvldb/vldb2010/pvldb\_vol3/R18.pdf},
doi = {10.14778/1920841.1920871},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/MenestrinaWG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/WhangG10,
author = {Steven Whang and
Hector Garcia{-}Molina},
title = {Entity Resolution with Evolving Rules},
journal = {Proc. {VLDB} Endow.},
volume = {3},
number = {1},
pages = {1326--1337},
year = {2010},
url = {http://www.vldb.org/pvldb/vldb2010/pvldb\_vol3/R117.pdf},
doi = {10.14778/1920841.1921004},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/WhangG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/WhangBSVVYG09,
author = {Steven Whang and
Chad Brower and
Jayavel Shanmugasundaram and
Sergei Vassilvitskii and
Erik Vee and
Ramana Yerneni and
Hector Garcia{-}Molina},
title = {Indexing Boolean Expressions},
journal = {Proc. {VLDB} Endow.},
volume = {2},
number = {1},
pages = {37--48},
year = {2009},
url = {http://www.vldb.org/pvldb/vol2/vldb09-83.pdf},
doi = {10.14778/1687627.1687633},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/WhangBSVVYG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/BenjellounGMSWW09,
author = {Omar Benjelloun and
Hector Garcia{-}Molina and
David Menestrina and
Qi Su and
Steven Euijong Whang and
Jennifer Widom},
title = {Swoosh: a generic approach to entity resolution},
journal = {{VLDB} J.},
volume = {18},
number = {1},
pages = {255--276},
year = {2009},
url = {https://doi.org/10.1007/s00778-008-0098-x},
doi = {10.1007/S00778-008-0098-X},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/BenjellounGMSWW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/WhangBG09,
author = {Steven Euijong Whang and
Omar Benjelloun and
Hector Garcia{-}Molina},
title = {Generic entity resolution with negative rules},
journal = {{VLDB} J.},
volume = {18},
number = {6},
pages = {1261--1277},
year = {2009},
url = {https://doi.org/10.1007/s00778-009-0136-3},
doi = {10.1007/S00778-009-0136-3},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/WhangBG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/CastellanosJCZWD09,
author = {Mal{\'{u}} Castellanos and
Ivo Jimenez and
Neal Coddington and
Hans Zeller and
Steven Whang and
Umeshwar Dayal},
editor = {Yannis E. Ioannidis and
Dik Lun Lee and
Raymond T. Ng},
title = {QuickStart: An Upfront Client-Based Design Advisor for Parallel Data
Warehouses},
booktitle = {Proceedings of the 25th International Conference on Data Engineering,
{ICDE} 2009, March 29 2009 - April 2 2009, Shanghai, China},
pages = {1543--1546},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDE.2009.169},
doi = {10.1109/ICDE.2009.169},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/CastellanosJCZWD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/WhangMKTG09,
author = {Steven Euijong Whang and
David Menestrina and
Georgia Koutrika and
Martin Theobald and
Hector Garcia{-}Molina},
editor = {Ugur {\c{C}}etintemel and
Stanley B. Zdonik and
Donald Kossmann and
Nesime Tatbul},
title = {Entity resolution with iterative blocking},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2009, Providence, Rhode Island, USA, June 29 - July
2, 2009},
pages = {219--232},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1559845.1559870},
doi = {10.1145/1559845.1559870},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/WhangMKTG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/LeeKWL06,
author = {Ki{-}Hoon Lee and
Seoyoung Kim and
Euijong Whang and
Jae{-}Gil Lee},
editor = {Mong{-}Li Lee and
Kian{-}Lee Tan and
Vilas Wuwongse},
title = {A Practitioner's Approach to Normalizing XQuery Expressions},
booktitle = {Database Systems for Advanced Applications, 11th International Conference,
{DASFAA} 2006, Singapore, April 12-15, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3882},
pages = {437--453},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11733836\_31},
doi = {10.1007/11733836\_31},
timestamp = {Sat, 28 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/LeeKWL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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