16 citations · 20 across the 5 of their papers we have counts for
Showing 2018 · cs.DBShow all
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cs.DB2018
The Internals of the Data Calculator
Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel +2
Data structures are critical in any data-driven scenario, but they are notoriously hard to design due to a massive design space and the dependence of performance on workload and ha…
cs.DB2018★ 3 cited
Temporally-Biased Sampling for Online Model Management
Brian Hentschel, Peter J. Haas, Yuanyuan Tian
To maintain the accuracy of supervised learning models in the presence of evolving data streams, we provide temporally-biased sampling schemes that weight recent data most heavily,…