19 citations · 31 across the 7 of their papers we have counts for
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cs.DS2023
From Specific to Generic Learned Sorted Set Dictionaries: A Theoretically Sound Paradigm Yelding Competitive Data Structural Boosters in Practice
Domenico Amato, Giosué Lo Bosco, Raffaele Giancarlo
This research concerns Learned Data Structures, a recent area that has emerged at the crossroad of Machine Learning and Classic Data Structures. It is methodologically important an…
cs.DS2022★ 10 cited
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
Learned Indexes are a novel approach to search in a sorted table. A model is used to predict an interval in which to search into and a Binary Search routine is used to finalize the…