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Domenico Amato

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From Specific to Generic Learned Sorted Set Dictionaries: A Theoretically Sound Paradigm Yelding Competitive Data Structural Boosters in Practice

Sep 02, 2023
Domenico Amato, Giosué Lo Bosco, Raffaele Giancarlo

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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

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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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