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Poster
in
Workshop: Information-Theoretic Principles in Cognitive Systems (InfoCog)

Optimum Self-Random Generation Rate and Its Application to the Rate-Distortion-Perception-Problem

Ryo Nomura


Abstract: In this paper, we consider the rate-distortion-perception (RDP) problem with respect to $f$-divergences from the viewpoint of information-theoretic random number generation. First, we address the self-random number generation problem, which is a subproblem of the RDP problem, and derive the general formula for the optimum achievable rate.Then, we apply our findings to the RDP problem.

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