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Giorgio Vinciguerra
Postdoc
Università di Pisa
Interests
Compact data structures
Data compression
Learned indexes
Latest
Engineering a textbook approach to index massive string dictionaries
On nonlinear learned string indexing
Learned monotone minimal perfect hashing
Advances in data-aware compressed-indexing schemes for integer and string keys
Compressing and querying integer dictionaries under linearities and repetitions
Compressed string dictionaries via data-aware subtrie compaction
Learning-based compressed data structures
Learning-based approaches to compressed data structures design
LZ-Epsilon
Learning-based approaches to compressed data structures design
A rigorous approach to design learned data structures
A learned approach to design compressed rank/select data structures
Repetition- and linearity-aware rank/select dictionaries
The design of learning-based compressed data structures
On the performance of learned data structures
A tutorial on learning-based compressed data structures
Theory and practice of learning-based compressed data structures
Learning Based Compressed Data Structures (Poster)
A “learned” approach to quicken and compress rank/select dictionaries
Why are learned indexes so effective?
The PGM-index: a fully-dynamic compressed learned index with provable worst-case bounds
Learned data structures
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