Stacked Filters: Learning to Filter By Structure
Published in PVLDB 2020, 2020
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. http://vldb.org/pvldb/vol14/p600-hentschel.pdf
This project improves on classical filter structures (e.g. Bloom Filters) by incorporating additional information about the distribution of negative elements.
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.