Concepedia

Benjamin Hilprecht

BH

Statistics

Publications

7

Citations

506

H-Index

7

Active since

2018

Affiliations

Technical University of Darmstadt(Current)

The University of Sydney

Karlsruhe University of Applied Sciences

Benjamin Hilprecht is an author at Technical University of Darmstadt specializing in computer science, data science, and engineering.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryDeep LearningManagementData ManagementData IntegrationQuery Optimization

Publications per year

2018–2022

7

Publications

7

DeepDB

Benjamin Hilprecht, Andreas Schmidt, Moritz Kulessa et al. · Proceedings of the VLDB Endowment · 2020 · 201 citations

Unseen Queries, Machine Learning, Engineering +16

Monte Carlo and Reconstruction Membership Inference Attacks against Generative Models

Benjamin Hilprecht, Martin Härterich, Daniel Bernau · Proceedings on Privacy Enhancing Technologies · 2019 · 140 citations · Full text

Engineering, Machine Learning, Information Security +19

Learning a Partitioning Advisor for Cloud Databases

Benjamin Hilprecht, Carsten Binnig, Uwe Röhm · 2020 · 58 citations

Cluster Computing, Engineering, Machine Learning +20

Zero-shot cost models for out-of-the-box learned cost prediction

Benjamin Hilprecht, Carsten Binnig · Proceedings of the VLDB Endowment · 2022 · 56 citations

Artificial Intelligence, Few-shot Learning, Engineering +17

Towards learning a partitioning advisor with deep reinforcement learning

Benjamin Hilprecht, Carsten Binnig, Uwe Röhm · 2019 · 22 citations

Artificial Intelligence, Cluster Computing, Different Partitionings +16

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