On Rate Distortion via Constrained Optimization of Estimated Mutual Information

We propose a new methodology for the estimation of the rate distortion function (RDF), considering both continuous and discrete reconstruction spaces. The approach is input-space agnostic and does not require prior knowledge of the source distribution, nor the distortion function. Thus, our method i...

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