Intrinsic dimension estimation for discrete metrics. - Iuri Macocco; Aldo Glielmo; Jacopo Grilli; Alessandro Laio (CoRR, 2022)

DADApy: Distance-based analysis of data-manifolds in Python. - Aldo Glielmo; Iuri Macocco; Diego Doimo; Matteo Carli; Claudio Zeni; Romina Wild; Maria d'Errico; Alex Rodriguez; Alessandro Laio (Patterns, 2022)

Beyond the noise: intrinsic dimension estimation with optimal neighbourhood identification. - Antonio Di Noia; Iuri Macocco; Aldo Glielmo; Alessandro Laio; Antonietta Mira (CoRR, 2024)

Emergence of a High-Dimensional Abstraction Phase in Language Transformers. - Emily Cheng; Diego Doimo; Corentin Kervadec; Iuri Macocco; Jade Yu; Alessandro Laio; Marco Baroni (CoRR, 2024)

Prediction Hubs are Context-Informed Frequent Tokens in LLMs. - Beatrix Miranda Ginn Nielsen; Iuri Macocco; Marco Baroni (ACL (1), 2025)

Emergence of a High-Dimensional Abstraction Phase in Language Transformers. - Emily Cheng; Diego Doimo; Corentin Kervadec; Iuri Macocco; Lei Yu; Alessandro Laio; Marco Baroni (ICLR, 2025)

Outlier dimensions favor frequent tokens in language models. - Iuri Macocco; Nora Graichen; Gemma Boleda; Marco Baroni (CoRR, 2025)