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09/02/2023
From Specific to Generic Learned Sorted Set Dictionaries: A Theoretically Sound Paradigm Yelding Competitive Data Structural Boosters in Practice
This research concerns Learned Data Structures, a recent area that has e...
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02/21/2022
On the Suitability of Neural Networks as Building Blocks for The Design of Efficient Learned Indexes
With the aim of obtaining time/space improvements in classic Data Struct...
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01/05/2022
Standard Vs Uniform Binary Search and Their Variants in Learned Static Indexing: The Case of the Searching on Sorted Data Benchmarking Software Platform
The Searching on Sorted Data (SOSD, in short) is a highly engineered sof...
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07/19/2021
Learned Sorted Table Search and Static Indexes in Small Model Space
Machine Learning Techniques, properly combined with Data Structures, hav...
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07/20/2020
Learning from Data to Speed-up Sorted Table Search Procedures: Methodology and Practical Guidelines
Sorted Table Search Procedures are the quintessential query-answering to...
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04/02/2019