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03/02/2023
Optimal transfer protocol by incremental layer defrosting
Transfer learning is a powerful tool enabling model training with limite...
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02/01/2023
The geometry of hidden representations of large transformer models
Large transformers are powerful architectures for self-supervised analys...
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05/04/2022
DADApy: Distance-based Analysis of DAta-manifolds in Python
DADApy is a python software package for analysing and characterising hig...
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06/07/2021
Representation mitosis in wide neural networks
Deep neural networks (DNNs) defy the classical bias-variance trade-off: ...
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04/28/2021
Distributional Results for Model-Based Intrinsic Dimension Estimators
Modern datasets are characterized by a large number of features that may...
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07/07/2020