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Benjamin Hilprecht
Benjamin Hilprecht
Research Assistant, Data Management Lab, Computer Science
Bestätigte E-Mail-Adresse bei cs.tu-darmstadt.de
Titel
Zitiert von
Zitiert von
Jahr
DeepDB: learn from data, not from queries!
B Hilprecht, A Schmidt, M Kulessa, A Molina, K Kersting, C Binnig
PVLDB 13 (7), 992--1005, 2020
2132020
Monte carlo and reconstruction membership inference attacks against generative models
B Hilprecht, M Härterich, D Bernau
Proceedings on Privacy Enhancing Technologies, 2019
1592019
Learning a partitioning advisor for cloud databases
B Hilprecht, C Binnig, U Röhm
Proceedings of the 2020 ACM SIGMOD international conference on management of …, 2020
76*2020
Zero-shot cost models for out-of-the-box learned cost prediction
B Hilprecht, C Binnig
arXiv preprint arXiv:2201.00561, 2022
282022
One model to rule them all: towards zero-shot learning for databases
B Hilprecht, C Binnig
arXiv preprint arXiv:2105.00642, 2021
252021
Towards learning a partitioning advisor with deep reinforcement learning
B Hilprecht, C Binnig, U Röhm
Proceedings of the Second International Workshop on Exploiting Artificial …, 2019
252019
Model-based approximate query processing
M Kulessa, A Molina, C Binnig, B Hilprecht, K Kersting
arXiv preprint arXiv:1811.06224, 2018
172018
Restore-neural data completion for relational databases
B Hilprecht, C Binnig
Proceedings of the 2021 International Conference on Management of Data, 710-722, 2021
72021
DBMS Fitting: Why should we learn what we already know?
B Hilprecht, C Binnig, T Bang, M El-Hindi, B Hättasch, A Khanna, ...
CIDR, 2020
62020
Tiemo Bang, Muhammad El-Hindi
B Hilprecht, C Binnig
Benjamin Hättasch, Aditya Khanna, Robin Rehrmann, Uwe Röhm, Andreas Schmidt …, 2020
52020
Diffml: End-to-end differentiable ML pipelines
B Hilprecht, C Hammacher, ES Reis, M Abdelaal, C Binnig
Proceedings of the Seventh Workshop on Data Management for End-to-End …, 2023
42023
Towards foundation models for relational databases [vision paper]
L Vogel, B Hilprecht, C Binnig
arXiv preprint arXiv:2305.15321, 2023
42023
Demonstrating CAT: synthesizing data-aware conversational agents for transactional databases
M Gassen, B Hättasch, B Hilprecht, N Geisler, A Fraser, C Binnig
arXiv preprint arXiv:2203.14144, 2022
22022
SPARE: A Single-Pass Neural Model for Relational Databases
B Hilprecht, K Kersting, C Binnig
arXiv preprint arXiv:2310.13581, 2023
2023
Accurately identifying members of training data in variational autoencoders by reconstruction error
B Hilprecht, D Bernau, M Haerterich
US Patent 11,501,172, 2022
2022
Computer systems for detecting training data usage in generative models
M Haerterich, B Hilprecht, D Bernau
US Patent 11,366,982, 2022
2022
Data-Efficient Learned Database Components
B Hilprecht
Technische Universität Darmstadt, 2022
2022
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