Lakshmibai National Institute of Physical Education

most citedOn the Impact of Overparameterization on the Training of a Shallow Neural Network in High Dimensions

2 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

Anil Kumar1
A. Rosa1 · h 2
Francis Bach1 · h 2
Giulio Biroli1 · h 8
Monika Sinha1
Pieter H W van der Hoek1 · h 2
R. Everaers1 · h 41
S. Martin1 · h 29
Vishal Parmar1
Vivek Baruah Thapa1

collaborating institutions

Centre National de la Recherche ScientifiqueFR1 paper
Département d'InformatiqueFR1 paper
École Normale Supérieure de LyonFR1 paper
École Normale Supérieure - PSLFR1 paper
Indian Institute of Technology JodhpurIN1 paper
Istituto Nazionale di Fisica Nucleare, Sezione di PisaIT1 paper
Laboratoire de Physique de l'Ecole Normale SupérieureFR1 paper
Laboratoire de Physique de l'ENS de LyonFR1 paper
Scuola Internazionale Superiore di Studi AvanzatiIT1 paper

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math.OC2023★ 2 cited

On the Impact of Overparameterization on the Training of a Shallow Neural Network in High Dimensions

Simon Martin, Francis Bach, Giulio Biroli

We study the training dynamics of a shallow neural network with quadratic activation functions and quadratic cost in a teacher-student setup. In line with previous works on the sam…