Search Results for author: Vanessa Piccolo

Found 2 papers, 1 papers with code

Topological complexity of spiked random polynomials and finite-rank spherical integrals

no code implementations19 Dec 2023 Vanessa Piccolo

More precisely, the determinant analysis is based on recent advances on finite-rank spherical integrals by [Guionnet, Husson 2022] to study the large deviations of multi-rank spiked Gaussian Wigner matrices.

Analysis of One-Hidden-Layer Neural Networks via the Resolvent Method

1 code implementation NeurIPS 2021 Vanessa Piccolo, Dominik Schröder

We extend the previous results to the case of additive bias $Y=f(WX+B)$ with $B$ being an independent rank-one Gaussian random matrix, closer modelling the neural network infrastructures encountered in practice.

Cannot find the paper you are looking for? You can Submit a new open access paper.