Publications associées à Application affine

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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

Application affine

Graph Chatbot

Chattez avec Graph Search

On the benefit of concurrent adjustment of active and passive optical sensors with GNSS & raw inertial data

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

Local excitations in amorphous solids

On the Equivalence of Youla, System-Level, and Input-Output Parameterizations

An Urban Strategy for Adaptive Reuse: Learning from Industrial Heritage in Barcelona

Sublinear Algorithms for Spectral Graph Clustering

Efficient Bootstrapping for Approximate Homomorphic Encryption with Non-sparse Keys

A numerical study of the statistics of roughness parameters for fluctuating interfaces

Development of discrete surface growth models for frictional surfaces

Affine Combination of Diffusion Strategies Over Networks

An Urban Strategy for Adaptive Reuse: Learning from Industrial Heritage in Barcelona

On the Equivalence of Youla, System-Level, and Input-Output Parameterizations

On the benefit of concurrent adjustment of active and passive optical sensors with GNSS & raw inertial data

Efficient Bootstrapping for Approximate Homomorphic Encryption with Non-sparse Keys

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

Local excitations in amorphous solids

Sublinear Algorithms for Spectral Graph Clustering

Development of discrete surface growth models for frictional surfaces

A numerical study of the statistics of roughness parameters for fluctuating interfaces

Affine Combination of Diffusion Strategies Over Networks