55 citations · 144 across the 19 of their papers we have counts for
4 papers · 1 filter
The Distortion-Rate Function of Sampled Wiener Processes
Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar
We consider the recovery of a continuous-time Wiener process from a quantized or lossy compressed version of its uniform samples under limited bitrate and sampling rate. We derive…
Optimal Rate Allocation in Mismatched Multiterminal Source Coding
Ruiyang Song, Stefano Rini, Alon Kipnis +1
We consider a multiterminal source coding problem in which a source is estimated at a central processing unit from lossy-compressed remote observations. Each lossy-encoded observat…
The Rate-Distortion Risk in Estimation from Compressed Data
Alon Kipnis, Stefano Rini, Andrea J. Goldsmith
Consider the problem of estimating a latent signal from a lossy compressed version of the data when the compressor is agnostic to the relation between the signal and the data. This…
Fundamental Distortion Limits of Analog-to-Digital Compression
Alon Kipnis, Yonina C. Eldar, Andrea J. Goldsmith
Representing a continuous-time signal by a set of samples is a classical problem in signal processing. We study this problem under the additional constraint that the samples are qu…