Código QR (código de barras bidimensional)

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

Understanding the learning dynamics and inductive bias of neural networks (NNs) is hindered by the opacity of the relationship between NN parameters and the function represented. Partially, this is due to symmetries inherent within the NN parameterization, allowing multiple different parameter setti...

Fuld beskrivelse

Na minha lista:
Principais autores: Justin Sahs, Ryan Pyle, Aneel Damaraju, Josue Ortega Caro, Onur Tavaslioglu, Andy Lu, Fabio Anselmi, Ankit B. Patel
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2022-05-01
Serier:Frontiers in Artificial Intelligence
Fag:
neural networks
symmetry
implicit bias
splines
learning dynamics
Online adgang:https://www.frontiersin.org/articles/10.3389/frai.2022.889981/full
Tags: Tilføj Tag
Ingen Tags, Vær først til at tagge denne postø!

Lignende værker