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03/09/2023
Inversion dynamics of class manifolds in deep learning reveals tradeoffs underlying generalisation
To achieve near-zero training error in a classification problem, the lay...
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05/20/2020
Beyond the storage capacity: data driven satisfiability transition
Data structure has a dramatic impact on the properties of neural network...
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06/18/2019
Intrinsic dimension estimation for locally undersampled data
High-dimensional data are ubiquitous in contemporary science and finding...
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03/28/2019