Publications associées à On the Broadcast Capacity of Wireless Networks With Cooperative Relays

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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

On the Broadcast Capacity of Wireless Networks With Cooperative Relays

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Information Retrieval Under Network Uncertainty: Robust Internet Ranking

Critical node selection method for efficient Max-Pressure traffic signal control in large-scale congested networks

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

True scale-free networks hidden by finite size effects

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

Consensus Control for Decentralized Deep Learning

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Morphology and morphodynamics of braided rivers: an experimental investigation

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

Critical node selection method for efficient Max-Pressure traffic signal control in large-scale congested networks

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

Consensus Control for Decentralized Deep Learning

Morphology and morphodynamics of braided rivers: an experimental investigation

Characterization and prediction of clinical pathways of vulnerability to psychosis through graph signal processing

Information Retrieval Under Network Uncertainty: Robust Internet Ranking

True scale-free networks hidden by finite size effects

Local Tomography of Large Networks Under the Low-Observability Regime

Network coded multipath and related techniques