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On the Suitability of Neural Networks as Building Blocks for The Design of Efficient Learned Indexes


Feb 21, 2022
Domenico Amato, Giosue' Lo Bosco, Raffaele Giancarlo


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Standard Vs Uniform Binary Search and Their Variants in Learned Static Indexing: The Case of the Searching on Sorted Data Benchmarking Software Platform


Jan 05, 2022
Domenico Amato, Giosuè Lo Bosco, Raffaele Giancarlo

* arXiv admin note: substantial text overlap with arXiv:2107.09480 

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On the Choice of General Purpose Classifiers in Learned Bloom Filters: An Initial Analysis Within Basic Filters


Dec 13, 2021
Giacomo Fumagalli, Davide Raimondi, Raffaele Giancarlo, Dario Malchiodi, Marco Frasca

* ICPRAM 2022 

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Learned Sorted Table Search and Static Indexes in Small Space: Methodological and Practical Insights via an Experimental Study


Jul 23, 2021
Domenico Amato, Raffaele Giancarlo, Giosuè Lo Bosco


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Learning from Data to Speed-up Sorted Table Search Procedures: Methodology and Practical Guidelines


Jul 30, 2020
Domenico Amato, Giosué Lo Bosco, Raffaele Giancarlo


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Revisiting Sorted Table Search Procedures with Machine Learning: Methodological Insights via an Experimental Study


Jul 22, 2020
Domenico Amato, Giosué Lo Bosco, Raffaele Giancarlo


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