Publications associées à Synthesis of single and interplant non-isothermal water 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

Synthesis of single and interplant non-isothermal water networks

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Notes on Los Angeles

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

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

Information Retrieval Under Network Uncertainty: Robust Internet Ranking

Supplementary datasets for "ARBRE: Computational resource to predict pathways towards industrially important aromatic compounds"

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

Morphology and morphodynamics of braided rivers: an experimental investigation

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

Highlighting action and environmental component interactions using a network theory approach

Systematic model reduction captures the dynamics of extrinsic noise in biochemical subnetworks

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

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

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

Notes on Los Angeles

Supplementary datasets for "ARBRE: Computational resource to predict pathways towards industrially important aromatic compounds"

Morphology and morphodynamics of braided rivers: an experimental investigation

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

Highlighting action and environmental component interactions using a network theory approach

Information Retrieval Under Network Uncertainty: Robust Internet Ranking

Systematic model reduction captures the dynamics of extrinsic noise in biochemical subnetworks