Learning finite-dimensional coding schemes with nonlinear reconstruction maps

Jaeho Lee, Maxim Raginsky

This paper generalizes the Maurer--Pontil framework of finite-dimensional lossy coding schemes to the setting where a high-dimensional random vector is mapped to an element of a co…