Stacked Filters: Learning to Filter By Structure

Published in PVLDB 2020, 2020

This project improves on classical filter structures (e.g. Bloom Filters) by incorporating additional information about the distribution of negative elements.

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Recommended citation: Deeds, K., Hentschel, B., & Idreos, S. (2020). Stacked filters: learning to filter by structure. Proceedings of the VLDB Endowment, 14(4), 600-612.

Recommended citation: Deeds, K., Hentschel, B., & Idreos, S. (2020). Stacked filters: learning to filter by structure. Proceedings of the VLDB Endowment, 14(4), 600-612.
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