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Shallow Univariate ReLU Networks as Splines: Initialization, Loss Surface, Hessian, and Gradient Flow Dynamics

Overview of attention for article published in Frontiers in Artificial Intelligence, May 2022
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Title
Shallow Univariate ReLU Networks as Splines: Initialization, Loss Surface, Hessian, and Gradient Flow Dynamics
Published in
Frontiers in Artificial Intelligence, May 2022
DOI 10.3389/frai.2022.889981
Pubmed ID
Authors

Justin Sahs, Ryan Pyle, Aneel Damaraju, Josue Ortega Caro, Onur Tavaslioglu, Andy Lu, Fabio Anselmi, Ankit B. Patel

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X Demographics

The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 12 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 12 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 3 25%
Student > Bachelor 2 17%
Other 1 8%
Student > Master 1 8%
Researcher 1 8%
Other 1 8%
Unknown 3 25%
Readers by discipline Count As %
Engineering 3 25%
Computer Science 2 17%
Mathematics 1 8%
Physics and Astronomy 1 8%
Psychology 1 8%
Other 0 0%
Unknown 4 33%