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

Notes on Los Angeles

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

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

Morphology and morphodynamics of braided rivers: an experimental investigation

Information Retrieval Under Network Uncertainty: Robust Internet Ranking

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

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

Highlighting action and environmental component interactions using a network theory approach

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

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