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4 votes
1 answer
1k views

Can someone explain why neural networks are highly parameterized?

I understand that neural networks by definition, are a parametric model. If I am correct, Parametric methods make an assumption about the functional form, or shape, of f. For a neural network, what ...
user277337's user avatar
3 votes
0 answers
57 views

Family of flexible parametric mappings $f_\theta:(0,1) \rightarrow \mathbb{R}$?

For the purpose of reparameterizing a model (mostly with the goal of improving MCMC efficiency), I am looking for a family of flexible parametric mappings $f_\theta:(0,1) \rightarrow \mathbb{R}$ such ...
lacerbi's user avatar
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