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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 compact set of late...

Learning Finite-Dimensional Coding Schemes with Nonlinear Reconstruction Maps