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Journal Articles
- 2023
[j6]Brian Hentschel
, Peter J. Haas, Yuanyuan Tian:
Exact PPS sampling with bounded sample size. Inf. Process. Lett. 182: 106382 (2023)- 2020
- [j5]Kyle Deeds, Brian Hentschel, Stratos Idreos:
Stacked Filters: Learning to Filter by Structure. Proc. VLDB Endow. 14(4): 600-612 (2020) - 2019
- [j4]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): 47-58 (2019) - [j3]Brian Hentschel, Peter J. Haas, Yuanyuan Tian:
Online Model Management via Temporally Biased Sampling. SIGMOD Rec. 48(1): 69-76 (2019) - [j2]Brian Hentschel, Peter J. Haas, Yuanyuan Tian:
General Temporally Biased Sampling Schemes for Online Model Management. ACM Trans. Database Syst. 44(4): 14:1-14:45 (2019) - 2018
- [j1]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): 64-75 (2018)
Conference and Workshop Papers
- 2022
- [c5]Brian Hentschel, Utku Sirin, Stratos Idreos:
Entropy-Learned Hashing: Constant Time Hashing with Controllable Uniformity. SIGMOD Conference 2022: 1640-1654 - 2020
- [c4]Abdul Wasay, Brian Hentschel, Yuze Liao, Sanyuan Chen, Stratos Idreos:
MotherNets: Rapid Deep Ensemble Learning. MLSys 2020 - 2018
- [c3]Brian Hentschel, Peter J. Haas, Yuanyuan Tian:
Temporally-Biased Sampling for Online Model Management. EDBT 2018: 109-120 - [c2]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: 535-550 - [c1]Brian Hentschel, Michael S. Kester, Stratos Idreos:
Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation. SIGMOD Conference 2018: 857-872
Informal and Other Publications
- 2019
- [i3]Brian Hentschel, Peter J. Haas, Yuanyuan Tian:
Temporally-Biased Sampling Schemes for Online Model Management. CoRR abs/1906.05677 (2019) - 2018
- [i2]Brian Hentschel, Peter J. Haas, Yuanyuan Tian:
Temporally-Biased Sampling for Online Model Management. CoRR abs/1801.09709 (2018) - [i1]Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo:
The Internals of the Data Calculator. CoRR abs/1808.02066 (2018)
Coauthor Index
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