Implicit Regularization of Random Feature Models. - Arthur Jacot; Berfin Simsek; Francesco Spadaro; Clément Hongler; Franck Gabriel (ICML, 2020)

Kernel Alignment Risk Estimator: Risk Prediction from Training Data. - Arthur Jacot; Berfin Simsek; Francesco Spadaro; Clément Hongler; Franck Gabriel (NeurIPS, 2020)

Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances. - Berfin Simsek; François Ged; Arthur Jacot; Francesco Spadaro; Clément Hongler; Wulfram Gerstner; Johanni Brea (ICML, 2021)