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Capturing the learning curves of generic features maps for realistic data sets with a teacher-student model


Feb 16, 2021
Bruno Loureiro, Cédric Gerbelot, Hugo Cui, Sebastian Goldt, Florent Krzakala, Marc Mézard, Lenka Zdeborová

* main: 13 pages, 5 figures; appendix: 52 pages, 4 figures 

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Large deviations for the perceptron model and consequences for active learning


Dec 09, 2019
Hugo Cui, Luca Saglietti, Lenka Zdeborová

* 25 pages, 7 figures 

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