Krzakala, Florent Gerard
Krzakala, Florent Gerard
Scuola Internazionale Superiore di Studi Avanzati
Analysing the dynamics of online learning in over-parameterised two-layer neural networks
2019-01-01 Goldt, Sebastian; Advani, Madhu; Saxe, Andrew; Krzakala, Florent; Zdeborová, Lenka
Bayesian reconstruction of memories stored in neural networks from their connectivity
2023-01-01 Goldt, S.; Krzakala, F.; Zdeborova, L.; Brunel, N.
Classifying high-dimensional Gaussian mixtures: Where kernel methods fail and neural networks succeed
2021-01-01 Refinetti, M.; Goldt, S.; Krzakala, F.; Zdeborova, L.
Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup
2019-01-01 Goldt, Sebastian; Advani, Madhu; Saxe, Andrew; Krzakala, Florent; Zdeborová, Lenka
Learning curves of generic features maps for realistic datasets with a teacher-student model
2021-01-01 Loureiro, B.; Gerbelot, C.; Cui, H.; Goldt, S.; Krzakala, F.; Mezard, M.; Zdeborova, L.
Modeling the Influence of Data Structure on Learning in Neural Networks: The Hidden Manifold Model
2020-01-01 Goldt, S.; Mezard, M.; Krzakala, F.; Zdeborova, L.
The Gaussian equivalence of generative models for learning with shallow neural networks
2021-01-01 Goldt, S.; Loureiro, B.; Reeves, G.; Krzakala, F.; Mezard, M.; Zdeborova, L.