Diego Doimo

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Hierarchical Models

Top Venues

Publications

Francesco Ortu, Zhijing Jin, Diego Doimo, Mrinmaya Sachan, Alberto Cazzaniga, Bernhard Schölkopf
Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals. ACL (1) (2024)
Francesco Ortu, Zhijing Jin, Diego Doimo, Mrinmaya Sachan, Alberto Cazzaniga, Bernhard Schölkopf
Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals. CoRR (2024)
Emily Cheng, Diego Doimo, Corentin Kervadec, Iuri Macocco, Jade Yu, Alessandro Laio, Marco Baroni
Emergence of a High-Dimensional Abstraction Phase in Language Transformers. CoRR (2024)
Lucrezia Valeriani, Diego Doimo, Francesca Cuturello, Alessandro Laio, Alessio Ansuini, Alberto Cazzaniga
The geometry of hidden representations of large transformer models. NeurIPS (2023)
Lucrezia Valeriani, Diego Doimo, Francesca Cuturello, Alessandro Laio, Alessio Ansuini, Alberto Cazzaniga
The geometry of hidden representations of large transformer models. CoRR (2023)
Federica Gerace, Diego Doimo, Stefano Sarao Mannelli, Luca Saglietti, Alessandro Laio
Optimal transfer protocol by incremental layer defrosting. CoRR (2023)
Diego Doimo, Aldo Glielmo, Sebastian Goldt, Alessandro Laio
Redundant representations help generalization in wide neural networks. NeurIPS (2022)
Aldo Glielmo, Iuri Macocco, Diego Doimo, Matteo Carli, Claudio Zeni, Romina Wild, Maria d'Errico, Alex Rodriguez, Alessandro Laio
DADApy: Distance-based Analysis of DAta-manifolds in Python. CoRR (2022)
Aldo Glielmo, Iuri Macocco, Diego Doimo, Matteo Carli, Claudio Zeni, Romina Wild, Maria d'Errico, Alex Rodriguez, Alessandro Laio
DADApy: Distance-based analysis of data-manifolds in Python. Patterns 3 (10) (2022)
Diego Doimo, Aldo Glielmo, Sebastian Goldt, Alessandro Laio
Representation mitosis in wide neural networks. CoRR (2021)
Diego Doimo, Aldo Glielmo, Alessio Ansuini, Alessandro Laio
Hierarchical nucleation in deep neural networks. NeurIPS (2020)
Diego Doimo, Aldo Glielmo, Alessio Ansuini, Alessandro Laio
Hierarchical nucleation in deep neural networks. CoRR (2020)