Brian Hentschel

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Top Venues

SIGMOD Conference

IEEE Data Eng. Bull.

Proc. VLDB Endow.

Publications

Brian Hentschel, Peter J. Haas, Yuanyuan Tian
Exact PPS sampling with bounded sample size. Inf. Process. Lett. 182 (2023)
Brian Hentschel, Utku Sirin, Stratos Idreos
Entropy-Learned Hashing: Constant Time Hashing with Controllable Uniformity. SIGMOD Conference (2022)
Abdul Wasay, Brian Hentschel, Yuze Liao, Sanyuan Chen, Stratos Idreos
MotherNets: Rapid Deep Ensemble Learning. MLSys (2020)
Brian Hentschel, Stratos Idreos, Kyle Deeds
Stacked Filters: Learning to Filter by Structure. Proc. VLDB Endow. 14 (4) (2020)
Brian Hentschel, Peter J. Haas, Yuanyuan Tian
General Temporally Biased Sampling Schemes for Online Model Management. ACM Trans. Database Syst. 44 (4) (2019)
Brian Hentschel, Peter J. Haas, Yuanyuan Tian
Online Model Management via Temporally Biased Sampling. SIGMOD Rec. 48 (1) (2019)
Brian Hentschel, Peter J. Haas, Yuanyuan Tian
Temporally-Biased Sampling Schemes for Online Model Management. CoRR (2019)
Stratos Idreos, Kostas Zoumpatianos, Subarna Chatterjee, Wilson Qin, Abdul Wasay, Brian Hentschel, Mike S. Kester, Niv Dayan, Demi Guo, Minseo Kang, Yiyou Sun
Learning Data Structure Alchemy. IEEE Data Eng. Bull. 42 (2) (2019)
Brian Hentschel, Peter J. Haas, Yuanyuan Tian
Temporally-Biased Sampling for Online Model Management. EDBT (2018)
Stratos Idreos, Kostas Zoumpatianos, Manos Athanassoulis, Niv Dayan, Brian Hentschel, Michael S. Kester, Demi Guo, Lukas M. Maas, Wilson Qin, Abdul Wasay, Yiyou Sun
The Periodic Table of Data Structures. IEEE Data Eng. Bull. 41 (3) (2018)
Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo
The Data Calculator: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models. SIGMOD Conference (2018)
Brian Hentschel, Michael S. Kester, Stratos Idreos
Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation. SIGMOD Conference (2018)
Brian Hentschel, Peter J. Haas, Yuanyuan Tian
Temporally-Biased Sampling for Online Model Management. CoRR (2018)
Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo
The Internals of the Data Calculator. CoRR (2018)