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

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

Network coded multipath and related techniques

Local Tomography of Large Networks Under the Low-Observability Regime

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

Network coded multipath and related techniques

Information Retrieval Under Network Uncertainty: Robust Internet Ranking

True scale-free networks hidden by finite size effects

Consensus Control for Decentralized Deep Learning

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

Local Tomography of Large Networks Under the Low-Observability Regime

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

Morphology and morphodynamics of braided rivers: an experimental investigation

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