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1. Random_Features Random_Features Public

   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 …

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2. NonLinearShallowAE NonLinearShallowAE Public

   Python 8

3. rfvs2lnn_GMM_online rfvs2lnn_GMM_online Public

   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.

   Python 6

4. nonconvex-lr nonconvex-lr Public

   Codes for theoretical study of learning rate scheduling in non-convex problems.

   C++ 2

5. nn2pp nn2pp Public

   Forked from sgoldt/nn2pp

   Utilities to train two-layer neural networks

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6. mariarefinetti.github.io mariarefinetti.github.io Public