Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the
Classifier

Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier

21 October 2019

Anshumali Shrivastava

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Papers citing "Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier"

11 / 11 papers shown

Title
Adversary Resilient Learned Bloom Filters Ghada Almashaqbeh Allison Bishop Hayder Tirmazi AAML 109 3 0 10 Sep 2024
A Survey of Learned Indexes for the Multi-dimensional Space Abdullah Al-Mamun Hao Wu Qiyang He Jianguo Wang Walid G. Aref 74 11 0 11 Mar 2024
From Specific to Generic Learned Sorted Set Dictionaries: A Theoretically Sound Paradigm Yelding Competitive Data Structural Boosters in Practice Domenico Amato Giosuè Lo Bosco Raffaele Giancarlo 56 0 0 02 Sep 2023
A Critical Analysis of Classifier Selection in Learned Bloom Filters D. Malchiodi Davide Raimondi G. Fumagalli Raffaele Giancarlo Marco Frasca 68 1 0 28 Nov 2022
Proteus: A Self-Designing Range Filter Eric R. Knorr Baptiste Lemaire Andrew Lim Siqiang Luo Huanchen Zhang Stratos Idreos Michael Mitzenmacher 39 24 0 30 Jun 2022
Daisy Bloom Filters I. Bercea Jakob Baek Tejs Houen Rasmus Pagh 43 3 0 30 May 2022
On the Suitability of Neural Networks as Building Blocks for The Design of Efficient Learned Indexes Domenico Amato Giosuè Lo Bosco Raffaele Giancarlo 49 6 0 21 Feb 2022
On the Choice of General Purpose Classifiers in Learned Bloom Filters: An Initial Analysis Within Basic Filters G. Fumagalli Davide Raimondi Raffaele Giancarlo D. Malchiodi Marco Frasca AI4CE 34 11 0 13 Dec 2021
Learned Sorted Table Search and Static Indexes in Small Model Space Domenico Amato Giosuè Lo Bosco Raffaele Giancarlo 47 6 0 19 Jul 2021
DeepBF: Malicious URL detection using Learned Bloom Filter and Evolutionary Deep Learning Ripon Patgiri A. Biswas Sabuzima Nayak 33 33 0 18 Mar 2021
Partitioned Learned Bloom Filter Kapil Vaidya Eric R. Knorr Tim Kraska Michael Mitzenmacher 59 32 0 05 Jun 2020