2 papers
cs.DB2022
On the Suitability of Neural Networks as Building Blocks for The Design of Efficient Learned Indexes
Domenico Amato, Giosue' Lo Bosco, Raffaele Giancarlo
With the aim of obtaining time/space improvements in classic Data Structures, an emerging trend is to combine Machine Learning techniques with the ones proper of Data Structures. T…
cs.LG2020
Learning from Data to Speed-up Sorted Table Search Procedures: Methodology and Practical Guidelines
Domenico Amato, Giosué Lo Bosco, Raffaele Giancarlo
Sorted Table Search Procedures are the quintessential query-answering tool, with widespread usage that now includes also Web Applications, e.g, Search Engines (Google Chrome) and a…