Publications associées à Synchronization in complex networks with blinking interactions

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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

Synchronization in complex networks with blinking interactions

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

Estimating the Topology of Preferential Attachment Graphs Under Partial Observability

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

Two-layer adaptive signal control framework for large-scale networks combining efficient Max-Pressure and Perimeter Control

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

NICEpath: Finding metabolic pathways in large networks through atom-conserving substrate-product pairs

The physics of higher-order interactions in complex systems

Learning Bollobas-Riordan Graphs Under Partial Observability

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

Morphology and morphodynamics of braided rivers: an experimental investigation

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

Two-layer adaptive signal control framework for large-scale networks combining efficient Max-Pressure and Perimeter Control

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

The physics of higher-order interactions in complex systems

Learning Bollobas-Riordan Graphs Under Partial Observability

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

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

Estimating the Topology of Preferential Attachment Graphs Under Partial Observability

Morphology and morphodynamics of braided rivers: an experimental investigation

NICEpath: Finding metabolic pathways in large networks through atom-conserving substrate-product pairs