The authors prove supply-demand converses and a receiver-internal compute min-cut bound for reliable remote inference under unreliable communication and computation, showing that certain losses are closure-dependent rather than universal.
Fixed-length lossy compression in the finite blocklength regime,
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Reliable Remote Inference from Unreliable Components: Joint Communication and Computation Limits
The authors prove supply-demand converses and a receiver-internal compute min-cut bound for reliable remote inference under unreliable communication and computation, showing that certain losses are closure-dependent rather than universal.