BBRS achieves the same sub-logarithmic asymptotic redundancy for relative entropy coding on singular channels as Sriramu and Wagner's method, but with simpler analysis, improved constants, and practical implementability via standard techniques.
Practical lossless compression with latent variables using bits back coding
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Singular Relative Entropy Coding with Bits-Back Rejection Sampling
BBRS achieves the same sub-logarithmic asymptotic redundancy for relative entropy coding on singular channels as Sriramu and Wagner's method, but with simpler analysis, improved constants, and practical implementability via standard techniques.