BibTeX records: Vraj Shah

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@article{DBLP:journals/pvldb/ShahPK24,
  author       = {Vraj Shah and
                  Thomas J. Parashos and
                  Arun Kumar},
  title        = {How do Categorical Duplicates Affect ML? {A} New Benchmark and Empirical
                  Analyses},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {17},
  number       = {6},
  pages        = {1391--1404},
  year         = {2024},
  url          = {https://www.vldb.org/pvldb/vol17/p1391-shah.pdf},
  timestamp    = {Thu, 11 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/ShahPK24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/us/Shah22,
  author       = {Vraj Shah},
  title        = {Simplifying Data Preparation for Machine Learning on Tabular Data},
  school       = {University of California, San Diego, {USA}},
  year         = {2022},
  url          = {https://www.escholarship.org/uc/item/36b7v7mv},
  timestamp    = {Wed, 12 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/us/Shah22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigmod/ShahLKY021,
  author       = {Vraj Shah and
                  Jonathan Lacanlale and
                  Premanand Kumar and
                  Kevin Yang and
                  Arun Kumar},
  editor       = {Guoliang Li and
                  Zhanhuai Li and
                  Stratos Idreos and
                  Divesh Srivastava},
  title        = {Towards Benchmarking Feature Type Inference for AutoML Platforms},
  booktitle    = {{SIGMOD} '21: International Conference on Management of Data, Virtual
                  Event, China, June 20-25, 2021},
  pages        = {1584--1596},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3448016.3457274},
  doi          = {10.1145/3448016.3457274},
  timestamp    = {Mon, 21 Jun 2021 11:48:16 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/ShahLKY021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigmod/ShahL0S20,
  author       = {Vraj Shah and
                  Side Li and
                  Arun Kumar and
                  Lawrence K. Saul},
  editor       = {David Maier and
                  Rachel Pottinger and
                  AnHai Doan and
                  Wang{-}Chiew Tan and
                  Abdussalam Alawini and
                  Hung Q. Ngo},
  title        = {SpeakQL: Towards Speech-driven Multimodal Querying of Structured Data},
  booktitle    = {Proceedings of the 2020 International Conference on Management of
                  Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
                  June 14-19, 2020},
  pages        = {2363--2374},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3318464.3389777},
  doi          = {10.1145/3318464.3389777},
  timestamp    = {Wed, 04 May 2022 13:02:28 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/ShahL0S20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigmod/Shah019,
  author       = {Vraj Shah and
                  Arun Kumar},
  editor       = {Sebastian Schelter and
                  Neoklis Polyzotis and
                  Stephan Seufert and
                  Manasi Vartak},
  title        = {The {ML} Data Prep Zoo: Towards Semi-Automatic Data Preparation for
                  {ML}},
  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        = {11:1--11:4},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3329486.3329499},
  doi          = {10.1145/3329486.3329499},
  timestamp    = {Wed, 05 Jun 2019 14:52:53 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/Shah019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigmod/Shah19,
  author       = {Vraj Shah},
  editor       = {Peter A. Boncz and
                  Stefan Manegold and
                  Anastasia Ailamaki and
                  Amol Deshpande and
                  Tim Kraska},
  title        = {SpeakQL: Towards Speech-driven Multimodal Querying},
  booktitle    = {Proceedings of the 2019 International Conference on Management of
                  Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
                  - July 5, 2019},
  pages        = {1847--1849},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3299869.3300093},
  doi          = {10.1145/3299869.3300093},
  timestamp    = {Sat, 22 Jun 2019 17:10:04 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/Shah19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigmod/ShahLY0S19,
  author       = {Vraj Shah and
                  Side Li and
                  Kevin Yang and
                  Arun Kumar and
                  Lawrence K. Saul},
  editor       = {Peter A. Boncz and
                  Stefan Manegold and
                  Anastasia Ailamaki and
                  Amol Deshpande and
                  Tim Kraska},
  title        = {Demonstration of SpeakQL: Speech-driven Multimodal Querying of Structured
                  Data},
  booktitle    = {Proceedings of the 2019 International Conference on Management of
                  Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
                  - July 5, 2019},
  pages        = {2001--2004},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3299869.3320224},
  doi          = {10.1145/3299869.3320224},
  timestamp    = {Mon, 18 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigmod/ShahLY0S19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/pvldb/ShahKZ17,
  author       = {Vraj Shah and
                  Arun Kumar and
                  Xiaojin Zhu},
  title        = {Are Key-Foreign Key Joins Safe to Avoid when Learning High-Capacity
                  Classifiers?},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {11},
  number       = {3},
  pages        = {366--379},
  year         = {2017},
  url          = {http://www.vldb.org/pvldb/vol11/p366-shah.pdf},
  doi          = {10.14778/3157794.3157804},
  timestamp    = {Sat, 25 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pvldb/ShahKZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sigmod/ChandaranaSKS17,
  author       = {Dharmil Chandarana and
                  Vraj Shah and
                  Arun Kumar and
                  Lawrence K. Saul},
  editor       = {Carsten Binnig and
                  Joseph M. Hellerstein and
                  Aditya G. Parameswaran},
  title        = {SpeakQL: Towards Speech-driven Multi-modal Querying},
  booktitle    = {Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics,
                  HILDA@SIGMOD 2017, Chicago, IL, USA, May 14, 2017},
  pages        = {11:1--11:6},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3077257.3077264},
  doi          = {10.1145/3077257.3077264},
  timestamp    = {Sun, 02 Oct 2022 16:15:19 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/ChandaranaSKS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/ShahK017,
  author       = {Vraj Shah and
                  Arun Kumar and
                  Xiaojin Zhu},
  title        = {Stop That Join! Discarding Dimension Tables when Learning High Capacity
                  Classifiers},
  journal      = {CoRR},
  volume       = {abs/1704.00485},
  year         = {2017},
  url          = {http://arxiv.org/abs/1704.00485},
  eprinttype    = {arXiv},
  eprint       = {1704.00485},
  timestamp    = {Thu, 01 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/ShahK017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cascon/BadashianSS15,
  author       = {Ali Sajedi Badashian and
                  Vraj Shah and
                  Eleni Stroulia},
  editor       = {Jordan Gould and
                  Marin Litoiu and
                  Hanan Lutfiyya},
  title        = {GitHub's big data adaptor: an eclipse plugin},
  booktitle    = {Proceedings of 25th Annual International Conference on Computer Science
                  and Software Engineering, {CASCON} 2015, Markham, Ontario, Canada,
                  2-4 November, 2015},
  pages        = {265--268},
  publisher    = {{IBM} / {ACM}},
  year         = {2015},
  url          = {http://dl.acm.org/citation.cfm?id=2886490},
  timestamp    = {Wed, 27 Jan 2016 20:24:12 +0100},
  biburl       = {https://dblp.org/rec/conf/cascon/BadashianSS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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