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Classifying high-dimensional Gaussian mixtures: Where kernel methods fail and neural networks succeed
A recent series of theoretical works showed that the dynamics of neural ...
02/23/2021 ∙ by Maria Refinetti, et al. ∙
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The dynamics of learning with feedback alignment
Direct Feedback Alignment (DFA) is emerging as an efficient and biologic...
11/24/2020 ∙ by Maria Refinetti, et al. ∙
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Epidemic mitigation by statistical inference from contact tracing data
Contact-tracing is an essential tool in order to mitigate the impact of ...
09/20/2020 ∙ by Antoine Baker, et al. ∙
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Double Trouble in Double Descent : Bias and Variance(s) in the Lazy Regime
Deep neural networks can achieve remarkable generalization performances ...
03/02/2020 ∙ by Stéphane d'Ascoli, et al. ∙
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