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CovNet: Covariance networks for functional data on multidimensional domains

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Publications associées à CovNet: Covariance networks for functional data on multidimensional domains | EPFL Graph Search

Deep Learning Theory Through the Lens of Diagonal Linear Networks

Scott William Pesme

In this PhD manuscript, we explore optimisation phenomena which occur in complex neural networks through the lens of

2

-layer diagonal linear networks. This rudimentary architecture, which consists of a two layer feedforward linear network with a diagonal ...

EPFL2024

CovNet: Covariance networks for functional data on multidimensional domains

Graph Chatbot

Chattez avec Graph Search

Deep learning approach for identification of H II regions during reionization in 21-cm observations - II. Foreground contamination

Data and scripts for the RaFSIP scheme

Generalization of Scaled Deep ResNets in the Mean-Field Regime

Nanoindentation hardness and modulus of Al2O3-SiO2-CaO and MnO-SiO2-FeO inclusions in iron

Deep Learning Theory Through the Lens of Diagonal Linear Networks

Hybrid Simulator for Capturing Dynamics of Synthetic Populations

Sparse autoregressive neural networks for classical spin systems

Task-driven neural network models predict neural dynamics of proprioception: Neural network model weights

Dataset for '3D printing of customizable transient bioelectronics and sensors'

Data Champions Lunch Talks - Green Bytes: Data-Driven Approaches to EPFL Sustainability

Deep learning approach for identification of H II regions during reionization in 21-cm observations - II. Foreground contamination

Data and scripts for the RaFSIP scheme

Generalization of Scaled Deep ResNets in the Mean-Field Regime

Nanoindentation hardness and modulus of Al2O3-SiO2-CaO and MnO-SiO2-FeO inclusions in iron

Deep Learning Theory Through the Lens of Diagonal Linear Networks

Hybrid Simulator for Capturing Dynamics of Synthetic Populations

Sparse autoregressive neural networks for classical spin systems

Task-driven neural network models predict neural dynamics of proprioception: Neural network model weights

Dataset for '3D printing of customizable transient bioelectronics and sensors'

Data Champions Lunch Talks - Green Bytes: Data-Driven Approaches to EPFL Sustainability