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Diego Doimo
Diego Doimo
Area Science Park
Verified email at areasciencepark.it
Title
Cited by
Cited by
Year
Hierarchical nucleation in deep neural networks
D Doimo, A Glielmo, A Ansuini, A Laio
Advances in Neural Information Processing Systems 33, 7526-7536, 2020
33*2020
The geometry of hidden representations of large transformer models
L Valeriani*, D Doimo*, F Cuturello, A Laio, A Ansuini, A Cazzaniga
Advances in Neural Information Processing Systems 36, 2023
132023
The generalized ratios intrinsic dimension estimator
F Denti, D Doimo, A Laio, A Mira
Scientific Reports 12 (1), 20005, 2022
13*2022
DADApy: Distance-based analysis of data-manifolds in Python
A Glielmo, I Macocco, D Doimo, M Carli, C Zeni, R Wild, M d’Errico, ...
Patterns 3 (10), 2022
122022
Redundant representations help generalization in wide neural networks
D Doimo, A Glielmo, S Goldt, A Laio
Advances in Neural Information Processing Systems 35, 2022
7*2022
Redundant representations help generalization in wide neural networks
D Doimo, A Glielmo, S Goldt, A Laio
Journal of Statistical Mechanics: Theory and Experiment 2023 (11), 114011, 2023
12023
Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals
F Ortu, Z Jin, D Doimo, M Sachan, A Cazzaniga, B Schölkopf
arXiv preprint arXiv:2402.11655, 2024
2024
Optimal transfer protocol by incremental layer defrosting
F Gerace, D Doimo, SS Mannelli, L Saglietti, A Laio
arXiv preprint arXiv:2303.01429, 2023
2023
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