Sharp Approximation Rates for Neural Networks with Affine Latent Parameterizations

Shijun Zhang

Many parameter-efficient methods generate the parameters of a large neural network from a low-dimensional latent representation. Given an architecture $\Phi$ with $P_{\Phi }$ parameter slot…