Brian Hentschel

According to our database, Brian Hentschel authored at least 13 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Exact PPS sampling with bounded sample size.

Brian Hentschel, Peter J. Haas, Yuanyuan Tian

Inf. Process. Lett., August, 2023

2022

Entropy-Learned Hashing: Constant Time Hashing with Controllable Uniformity.

Brian Hentschel, Utku Sirin, Stratos Idreos

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2020

Stacked Filters: Learning to Filter by Structure.

Kyle Deeds, Brian Hentschel, Stratos Idreos

Proc. VLDB Endow., 2020

MotherNets: Rapid Deep Ensemble Learning.

Abdul Wasay, Brian Hentschel, Yuze Liao, Sanyuan Chen, Stratos Idreos

Proceedings of the Third Conference on Machine Learning and Systems, 2020

2019

General Temporally Biased Sampling Schemes for Online Model Management.

Brian Hentschel, Peter J. Haas, Yuanyuan Tian

ACM Trans. Database Syst., 2019

Online Model Management via Temporally Biased Sampling.

Brian Hentschel, Peter J. Haas, Yuanyuan Tian

SIGMOD Rec., 2019

Learning Data Structure Alchemy.

Stratos Idreos, Kostas Zoumpatianos, Subarna Chatterjee, Wilson Qin, Abdul Wasay, Brian Hentschel, Mike S. Kester, Niv Dayan, Demi Guo, Minseo Kang, Yiyou Sun

IEEE Data Eng. Bull., 2019

Temporally-Biased Sampling Schemes for Online Model Management.

Brian Hentschel, Peter J. Haas, Yuanyuan Tian

CoRR, 2019

2018

The Periodic Table of Data Structures.

Stratos Idreos, Kostas Zoumpatianos, Manos Athanassoulis, Niv Dayan, Brian Hentschel, Michael S. Kester, Demi Guo, Lukas M. Maas, Wilson Qin, Abdul Wasay, Yiyou Sun

IEEE Data Eng. Bull., 2018

The Internals of the Data Calculator.

Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo

CoRR, 2018

The Data Calculator: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models.

Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo

Proceedings of the 2018 International Conference on Management of Data, 2018

Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation.

Brian Hentschel, Michael S. Kester, Stratos Idreos

Proceedings of the 2018 International Conference on Management of Data, 2018

Temporally-Biased Sampling for Online Model Management.

Brian Hentschel, Peter J. Haas, Yuanyuan Tian

Proceedings of the 21st International Conference on Extending Database Technology, 2018