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ORCIDBibTeX records: Benjamin Hilprecht
@inproceedings{DBLP:conf/deem/HilprechtHR0B23,
author = {Benjamin Hilprecht and
Christian Hammacher and
Eduardo Souza dos Reis and
Mohamed Abdelaal and
Carsten Binnig},
title = {DiffML: End-to-end Differentiable {ML} Pipelines},
booktitle = {Proceedings of the Seventh Workshop on Data Management for End-to-End
Machine Learning, {DEEM} 2023, Seattle, WA, USA, 18 June 2023},
pages = {7:1--7:7},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3595360.3595857},
doi = {10.1145/3595360.3595857},
timestamp = {Sun, 17 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/deem/HilprechtHR0B23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-15321,
author = {Liane Vogel and
Benjamin Hilprecht and
Carsten Binnig},
title = {Towards Foundation Models for Relational Databases [Vision Paper]},
journal = {CoRR},
volume = {abs/2305.15321},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.15321},
doi = {10.48550/ARXIV.2305.15321},
eprinttype = {arXiv},
eprint = {2305.15321},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-15321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13581,
author = {Benjamin Hilprecht and
Kristian Kersting and
Carsten Binnig},
title = {{SPARE:} {A} Single-Pass Neural Model for Relational Databases},
journal = {CoRR},
volume = {abs/2310.13581},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13581},
doi = {10.48550/ARXIV.2310.13581},
eprinttype = {arXiv},
eprint = {2310.13581},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Hilprecht22,
author = {Benjamin Hilprecht},
title = {Data-Efficient Learned Database Components},
school = {Technical University of Darmstadt, Germany},
year = {2022},
url = {http://tuprints.ulb.tu-darmstadt.de/22531/},
urn = {urn:nbn:de:tuda-tuprints-225311},
timestamp = {Wed, 30 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/dnb/Hilprecht22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/HilprechtB22,
author = {Benjamin Hilprecht and
Carsten Binnig},
title = {Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction},
journal = {Proc. {VLDB} Endow.},
volume = {15},
number = {11},
pages = {2361--2374},
year = {2022},
url = {https://www.vldb.org/pvldb/vol15/p2361-hilprecht.pdf},
doi = {10.14778/3551793.3551799},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/HilprechtB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/GassenHHGFB22,
author = {Marius Gassen and
Benjamin H{\"{a}}ttasch and
Benjamin Hilprecht and
Nadja Geisler and
Alexander Fraser and
Carsten Binnig},
title = {Demonstrating {CAT:} Synthesizing Data-Aware Conversational Agents
for Transactional Databases},
journal = {Proc. {VLDB} Endow.},
volume = {15},
number = {12},
pages = {3586--3589},
year = {2022},
url = {https://www.vldb.org/pvldb/vol15/p3586-h\%C3\%A4ttasch.pdf},
doi = {10.14778/3554821.3554850},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/GassenHHGFB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/HilprechtB22,
author = {Benjamin Hilprecht and
Carsten Binnig},
title = {One Model to Rule them All: Towards Zero-Shot Learning for Databases},
booktitle = {12th Conference on Innovative Data Systems Research, {CIDR} 2022,
Chaminade, CA, USA, January 9-12, 2022},
publisher = {www.cidrdb.org},
year = {2022},
url = {https://www.cidrdb.org/cidr2022/papers/p16-hilprecht.pdf},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/HilprechtB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-00561,
author = {Benjamin Hilprecht and
Carsten Binnig},
title = {Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction},
journal = {CoRR},
volume = {abs/2201.00561},
year = {2022},
url = {https://arxiv.org/abs/2201.00561},
eprinttype = {arXiv},
eprint = {2201.00561},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-00561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14144,
author = {Marius Gassen and
Benjamin H{\"{a}}ttasch and
Benjamin Hilprecht and
Nadja Geisler and
Alexander Fraser and
Carsten Binnig},
title = {Demonstrating {CAT:} Synthesizing Data-Aware Conversational Agents
for Transactional Databases},
journal = {CoRR},
volume = {abs/2203.14144},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.14144},
doi = {10.48550/ARXIV.2203.14144},
eprinttype = {arXiv},
eprint = {2203.14144},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-14144.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-01269,
author = {Benjamin Hilprecht and
Christian Hammacher and
Eduardo Souza dos Reis and
Mohamed Abdelaal and
Carsten Binnig},
title = {DiffML: End-to-end Differentiable {ML} Pipelines},
journal = {CoRR},
volume = {abs/2207.01269},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.01269},
doi = {10.48550/ARXIV.2207.01269},
eprinttype = {arXiv},
eprint = {2207.01269},
timestamp = {Sun, 17 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-01269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HilprechtB21,
author = {Benjamin Hilprecht and
Carsten Binnig},
editor = {Guoliang Li and
Zhanhuai Li and
Stratos Idreos and
Divesh Srivastava},
title = {ReStore - Neural Data Completion for Relational Databases},
booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual
Event, China, June 20-25, 2021},
pages = {710--722},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3448016.3457264},
doi = {10.1145/3448016.3457264},
timestamp = {Mon, 21 Jun 2021 11:48:16 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/HilprechtB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00642,
author = {Benjamin Hilprecht and
Carsten Binnig},
title = {One Model to Rule them All: Towards Zero-Shot Learning for Databases},
journal = {CoRR},
volume = {abs/2105.00642},
year = {2021},
url = {https://arxiv.org/abs/2105.00642},
eprinttype = {arXiv},
eprint = {2105.00642},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-12457,
author = {Benjamin Hilprecht and
Carsten Binnig},
title = {ReStore - Neural Data Completion for Relational Databases},
journal = {CoRR},
volume = {abs/2105.12457},
year = {2021},
url = {https://arxiv.org/abs/2105.12457},
eprinttype = {arXiv},
eprint = {2105.12457},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-12457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/HilprechtSKMKB20,
author = {Benjamin Hilprecht and
Andreas Schmidt and
Moritz Kulessa and
Alejandro Molina and
Kristian Kersting and
Carsten Binnig},
title = {DeepDB: Learn from Data, not from Queries!},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {7},
pages = {992--1005},
year = {2020},
url = {http://www.vldb.org/pvldb/vol13/p992-hilprecht.pdf},
doi = {10.14778/3384345.3384349},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/HilprechtSKMKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/HilprechtBBEHKR20,
author = {Benjamin Hilprecht and
Carsten Binnig and
Tiemo Bang and
Muhammad El{-}Hindi and
Benjamin H{\"{a}}ttasch and
Aditya Khanna and
Robin Rehrmann and
Uwe R{\"{o}}hm and
Andreas Schmidt and
Lasse Thostrup and
Tobias Ziegler},
title = {{DBMS} Fitting: Why should we learn what we already know?},
booktitle = {10th Conference on Innovative Data Systems Research, {CIDR} 2020,
Amsterdam, The Netherlands, January 12-15, 2020, Online Proceedings},
publisher = {www.cidrdb.org},
year = {2020},
url = {http://cidrdb.org/cidr2020/papers/p34-hilprecht-cidr20.pdf},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/HilprechtBBEHKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HilprechtBR20,
author = {Benjamin Hilprecht and
Carsten Binnig and
Uwe R{\"{o}}hm},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {Learning a Partitioning Advisor for Cloud Databases},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {143--157},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3389704},
doi = {10.1145/3318464.3389704},
timestamp = {Wed, 04 May 2022 13:02:28 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/HilprechtBR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/popets/HilprechtHB19,
author = {Benjamin Hilprecht and
Martin H{\"{a}}rterich and
Daniel Bernau},
title = {Monte Carlo and Reconstruction Membership Inference Attacks against
Generative Models},
journal = {Proc. Priv. Enhancing Technol.},
volume = {2019},
number = {4},
pages = {232--249},
year = {2019},
url = {https://doi.org/10.2478/popets-2019-0067},
doi = {10.2478/POPETS-2019-0067},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/popets/HilprechtHB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HilprechtBR19,
author = {Benjamin Hilprecht and
Carsten Binnig and
Uwe R{\"{o}}hm},
editor = {Rajesh Bordawekar and
Oded Shmueli},
title = {Towards learning a partitioning advisor with deep reinforcement learning},
booktitle = {Proceedings of the Second International Workshop on Exploiting Artificial
Intelligence Techniques for Data Management, aiDM@SIGMOD 2019, Amsterdam,
The Netherlands, July 5, 2019},
pages = {6:1--6:4},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3329859.3329876},
doi = {10.1145/3329859.3329876},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/HilprechtBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-01279,
author = {Benjamin Hilprecht and
Carsten Binnig and
Uwe R{\"{o}}hm},
title = {Learning a Partitioning Advisor with Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1904.01279},
year = {2019},
url = {http://arxiv.org/abs/1904.01279},
eprinttype = {arXiv},
eprint = {1904.01279},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-01279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03006,
author = {Benjamin Hilprecht and
Martin H{\"{a}}rterich and
Daniel Bernau},
title = {Reconstruction and Membership Inference Attacks against Generative
Models},
journal = {CoRR},
volume = {abs/1906.03006},
year = {2019},
url = {http://arxiv.org/abs/1906.03006},
eprinttype = {arXiv},
eprint = {1906.03006},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-00607,
author = {Benjamin Hilprecht and
Andreas Schmidt and
Moritz Kulessa and
Alejandro Molina and
Kristian Kersting and
Carsten Binnig},
title = {DeepDB: Learn from Data, not from Queries!},
journal = {CoRR},
volume = {abs/1909.00607},
year = {2019},
url = {http://arxiv.org/abs/1909.00607},
eprinttype = {arXiv},
eprint = {1909.00607},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-00607.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06224,
author = {Moritz Kulessa and
Alejandro Molina and
Carsten Binnig and
Benjamin Hilprecht and
Kristian Kersting},
title = {Model-based Approximate Query Processing},
journal = {CoRR},
volume = {abs/1811.06224},
year = {2018},
url = {http://arxiv.org/abs/1811.06224},
eprinttype = {arXiv},
eprint = {1811.06224},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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