Publications associées à Global robustness versus local vulnerabilities in complex synchronous networks

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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

Global robustness versus local vulnerabilities in complex synchronous networks

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Altruism, reciprocity, and tokens to reward forwarding data: Is that fair?

The kinectome: A comprehensive kinematic map of human motion in health and disease

Information Retrieval Under Network Uncertainty: Robust Internet Ranking

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

True scale-free networks hidden by finite size effects

The physics of higher-order interactions in complex systems

Local Vulnerabilities and Global Robustness of Coupled Dynamical Systems on Complex Networks

Morphology and morphodynamics of braided rivers: an experimental investigation

Local Tomography of Large Networks Under the Low-Observability Regime

A Measure of Dynamical Efficiency for Multimodal Interconnected Urban Systems

Altruism, reciprocity, and tokens to reward forwarding data: Is that fair?

The kinectome: A comprehensive kinematic map of human motion in health and disease

True scale-free networks hidden by finite size effects

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

Information Retrieval Under Network Uncertainty: Robust Internet Ranking

The physics of higher-order interactions in complex systems

Morphology and morphodynamics of braided rivers: an experimental investigation

Local Vulnerabilities and Global Robustness of Coupled Dynamical Systems on Complex Networks

A Measure of Dynamical Efficiency for Multimodal Interconnected Urban Systems

Local Tomography of Large Networks Under the Low-Observability Regime