Publications associées à Hysteresis Phenomena of a Macroscopic Fundamental Diagram in Freeway 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

Hysteresis Phenomena of a Macroscopic Fundamental Diagram in Freeway Networks

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An automatized signal timing detection at signalized intersections with detailed vehicle trajectory data

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

Dynamic Quantification of the Effect of Traffic Congestion on a Multilayer Network

Morphology and morphodynamics of braided rivers: an experimental investigation

Linking trajectory data collected with a swarm of drones to the underlying urban network for macroscopic traffic parameter estimation

Assessing Technology Adoption in the European Air Traffic Management: The Cases of Virtual Centre and Flight-Centric Operations

Percolation and Internet Science

Global robustness versus local vulnerabilities in complex synchronous networks

Exponential Collapse Of Social Beliefs Over Weakly-Connected Heterogeneous Networks

The morning commute in urban areas with heterogeneous trip lengths

Assessing Technology Adoption in the European Air Traffic Management: The Cases of Virtual Centre and Flight-Centric Operations

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

Exponential Collapse Of Social Beliefs Over Weakly-Connected Heterogeneous Networks

An automatized signal timing detection at signalized intersections with detailed vehicle trajectory data

Morphology and morphodynamics of braided rivers: an experimental investigation

Dynamic Quantification of the Effect of Traffic Congestion on a Multilayer Network

Linking trajectory data collected with a swarm of drones to the underlying urban network for macroscopic traffic parameter estimation

The morning commute in urban areas with heterogeneous trip lengths

Global robustness versus local vulnerabilities in complex synchronous networks

Percolation and Internet Science