35 citations · 175 across the 34 of their papers we have counts for
4 papers · 2 filters
Lossy Compression with Universal Distortion
Adeel Mahmood, Aaron B. Wagner
We consider a novel variant of -semifaithful lossy coding in which the distortion measure is revealed only to the encoder and only at run-time, as well as an extension of it in…
Principal Bit Analysis: Autoencoding with Schur-Concave Loss
Sourbh Bhadane, Aaron B. Wagner, Jayadev Acharya
We consider a linear autoencoder in which the latent variables are quantized, or corrupted by noise, and the constraint is Schur-concave in the set of latent variances. Although fi…
A coding theorem for the rate-distortion-perception function
Lucas Theis, Aaron B. Wagner
The rate-distortion-perception function (RDPF; Blau and Michaeli, 2019) has emerged as a useful tool for thinking about realism and distortion of reconstructions in lossy compressi…
A Practical Coding Scheme for the BSC with Feedback
Ke Wu, Aaron B. Wagner
We provide a practical implementation of the rubber method of Ahlswede et al. for binary alphabets. The idea is to create the "skeleton" sequence therein via an arithmetic decoder…