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05/17/2022
Do Neural Networks Compress Manifolds Optimally?
Artificial Neural-Network-based (ANN-based) lossy compressors have recen...
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04/20/2022
Functional Covering of Point Processes
We introduce a new distortion measure for point processes called functio...
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02/10/2022
On One-Bit Quantization
We consider the one-bit quantizer that minimizes the mean squared error ...
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02/09/2022
Minimax Rate-Distortion
We show the existence of universal, variable-rate rate-distortion codes ...
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02/09/2022
Efficiently Computable Converses for Finite-Blocklength Communication
This paper presents a method for computing a finite-blocklength converse...
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02/08/2022
The Rate-Distortion-Perception Tradeoff: The Role of Common Randomness
A rate-distortion-perception (RDP) tradeoff has recently been proposed b...
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10/13/2021
Lossy Compression with Universal Distortion
A novel variant of lossy coding is considered in which the distortion me...
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06/05/2021
Principal Bit Analysis: Autoencoding with Schur-Concave Loss
We consider a linear autoencoder in which the latent variables are quant...
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04/28/2021
A coding theorem for the rate-distortion-perception function
The rate-distortion-perception function (RDPF; Blau and Michaeli, 2019) ...
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02/04/2021
A Practical Coding Scheme for the BSC with Feedback
We provide a practical implementation of the rubber method of Ahlswede e...
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11/10/2020
Neural Networks Optimally Compress the Sawbridge
Neural-network-based compressors have proven to be remarkably effective ...
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05/12/2020
Strong Asymptotic Composition Theorems for Sibson Mutual Information
We characterize the growth of the Sibson mutual information, of any orde...
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04/17/2020
A Case for Maximal Leakage as a Side Channel Leakage Metric
Side channels represent a broad class of security vulnerabilities that h...
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08/29/2019
A New Method for Employing Feedback to Improve Coding Performance
We introduce a novel mechanism, called timid/bold coding, by which feedb...
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08/29/2019
On exact asymptotics of the error probability in channel coding: symmetric channels
The exact order of the optimal sub-exponentially decaying factor in the ...
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07/20/2018
An Operational Approach to Information Leakage
Given two random variables X and Y, an operational approach is undertake...
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11/02/2017