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



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



Domenico Amato , Giosuè Lo Bosco , Raffaele Giancarlo

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

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



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



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



Domenico Amato , Giosué Lo Bosco , Raffaele Giancarlo


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