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

2 citations

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3 papers

astro-ph.HE2025

Investigating Universal Relations in Compact Stars featuring Admixed Exotic Dense Matter

Vivek Baruah Thapa, Anil Kumar, Vishal Parmar +1

The dense material in a compact star from a supernova remnant is beyond terrestrial experimentation, so phenomenological modeling is used to match astrophysical observations. This…

cond-mat.stat-mech2025★ 2 cited

The configurational entropy of random trees

Pieter H. W. van der Hoek, Angelo Rosa, Ralf Everaers

We present a graph theoretical approach to the configurational statistics of random tree-like objects, such as randomly branching polymers. In particular, for ideal trees we show t…

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…