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Giorgio Vinciguerra
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Year
The PGM-index: a fully dynamic compressed learned index with provable worst-case bounds
P Ferragina, G Vinciguerra
PVLDB 13 (8), 1162-1175, 2020
2222020
Why Are Learned Indexes So Effective?
P Ferragina, F Lillo, G Vinciguerra
Proceedings of the 37th International Conference on Machine Learning (ICML), 2020
382020
Learned Data Structures
P Ferragina, G Vinciguerra
Recent Trends in Learning From Data, 5-41, 2020
362020
On the performance of learned data structures
P Ferragina, F Lillo, G Vinciguerra
Theoretical Computer Science 871, 107-120, 2021
302021
A learned approach to design compressed rank/select data structures
A Boffa, P Ferragina, G Vinciguerra
ACM Transactions on Algorithms (TALG) 18 (3), 1-28, 2022
222022
A “Learned” Approach to Quicken and Compress Rank/Select Dictionaries
A Boffa, P Ferragina, G Vinciguerra
Proceedings of the SIAM Symposium on Algorithm Engineering and Experiments …, 2021
222021
On Nonlinear Learned String Indexing
P Ferragina, M Frasca, GC Marinò, G Vinciguerra
IEEE Access, 2023
62023
Compressing and Querying Integer Dictionaries Under Linearities and Repetitions
P Ferragina, G Manzini, G Vinciguerra
IEEE Access 10, 118831-118848, 2022
52022
Compressed string dictionaries via data-aware subtrie compaction
A Boffa, P Ferragina, F Tosoni, G Vinciguerra
International Symposium on String Processing and Information Retrieval, 233-249, 2022
52022
Repetition-and Linearity-Aware Rank/Select Dictionaries
P Ferragina, G Manzini, G Vinciguerra
32nd International Symposium on Algorithms and Computation (ISAAC 2021), 2021
52021
Learned Monotone Minimal Perfect Hashing
P Ferragina, HP Lehmann, P Sanders, G Vinciguerra
European Symposium on Algorithms (ESA 2023), 2023
12023
Engineering a Textbook Approach to Index Massive String Dictionaries
P Ferragina, M Rotundo, G Vinciguerra
International Symposium on String Processing and Information Retrieval …, 2023
12023
Compression and search process on a data set based on multiple strategies
P Ferragina, G Manzini, G Vinciguerra
US Patent App. 17/938,626, 2024
2024
CoCo-trie: Data-aware compression and indexing of strings
A Boffa, P Ferragina, F Tosoni, G Vinciguerra
Information Systems 120, 102316, 2024
2024
Grafite: Taming Adversarial Queries with Optimal Range Filters
M Costa, P Ferragina, G Vinciguerra
Proceedings of the ACM on Management of Data 2 (3), 23, 2024
2024
Learning-based compressed data structures
G Vinciguerra
Università di Pisa, 2022
2022
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