Diego Doimo

Publications

Citations

H-Index

2022

Active since

Affiliations

The Abdus Salam International Centre for Theoretical Physics (ICTP)(Current)

Scuola Internazionale Superiore di Studi Avanzati

Diego Doimo is an author at The Abdus Salam International Centre for Theoretical Physics (ICTP) specializing in natural language processing, self-supervised learning, and knowledge discovery.

ORCID

Top concepts

EngineeringData ScienceDeep LearningMachine LearningKnowledge DiscoveryPattern RecognitionRepresentation TheorySelf-supervised LearningNatural Language Processing

Publications per year

2022–2023

Publications

DADApy: Distance-based analysis of data-manifolds in Python

Aldo Glielmo, Iuri Macocco, Diego Doimo et al. · Patterns · 2022 · 38 citations · Full text

The generalized ratios intrinsic dimension estimator

Francesco Denti, Diego Doimo, Alessandro Laio et al. · Scientific Reports · 2022 · 29 citations · Full text

The geometry of hidden representations of large transformer models

Lucrezia Valeriani, Diego Doimo, Francesca Cuturello et al. · arXiv (Cornell University) · 2023 · 16 citations · Full text

Structured Prediction, Geometric Learning, Engineering +16

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