Maria Refinetti's repositories
nonconvex-lr
Codes for theoretical study of learning rate scheduling in non-convex problems.
ENS_CDS_SeminarSlides
This is a repository containing the slides used during the students seminars of the CDS at ENS.
000
rfvs2lnn_GMM_online
Implementation of numerical simulation and analytical computations for the training, via online SGD, of two layer neural networks and random features on a mixture of Gaussian.
Random_Features
Codes to obtain the asymptotic Bias - Variances decomposition of a Random Feature system. The code also allows to obtain the generalisation error for an ensenbled system of random features as well as for a "divide and conquer".
nn2pp
Utilities to train two-layer neural networks
000