Derives closed-form one-shot RDC/DRC tradeoffs for Bernoulli sources, LP-based DC regions, and bounds on asymptotic rate penalties for universal encoders supporting families of operating points.
Task-oriented lossy compression with data, perception, and classification constraints.IEEE Journal on Selected Areas in Communications, 43(7):2635–2650
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Rate-Distortion-Classification Representation Theory for Bernoulli Sources
Derives closed-form one-shot RDC/DRC tradeoffs for Bernoulli sources, LP-based DC regions, and bounds on asymptotic rate penalties for universal encoders supporting families of operating points.