Publications associées à Affine Short Rate Models

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Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances

Wulfram Gerstner, Clément Hongler, Johanni Michael Brea, Francesco Spadaro, Berfin Simsek, Arthur Jacot

We study how permutation symmetries in overparameterized multi-layer neural networks generate `symmetry-induced' critical points. Assuming a network with

L

layers of minimal widths

r_1^*, \ldots, r_{L-1}^*

reaches a zero-loss minimum at $ r_1^*! \c ...

2021

Affine Short Rate Models

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Fast parametric analysis of trimmed multi-patch isogeometric Kirchhoff-Love shells using a local reduced basis method

Finite Littlestone Dimension Implies Finite Information Complexity

Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances

Convex Combination of Diffusion Strategies Over Networks

Einstein-Cartan gravity, matter, and scale-invariant generalization

On the fundamental domain of affine Springer fibers

An upper bound for the Tarski numbers of nonamenable groups of piecewise projective homeomorphisms

The tropical momentum map: a classification of toric log symplectic manifolds

The Critical Shear Crack Theory for punching design: from a mechanical model to closed-form design expressions

A leap of faith in the realm of the possible.

Fast parametric analysis of trimmed multi-patch isogeometric Kirchhoff-Love shells using a local reduced basis method

Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances

Einstein-Cartan gravity, matter, and scale-invariant generalization

Finite Littlestone Dimension Implies Finite Information Complexity

The Critical Shear Crack Theory for punching design: from a mechanical model to closed-form design expressions

On the fundamental domain of affine Springer fibers

A leap of faith in the realm of the possible.

Convex Combination of Diffusion Strategies Over Networks

The tropical momentum map: a classification of toric log symplectic manifolds

An upper bound for the Tarski numbers of nonamenable groups of piecewise projective homeomorphisms