[책][B] An introduction to Kolmogorov complexity and its applications

M Li, P Vitányi - 2008 - Springer
Ming Li Paul Vitányi Fourth Edition Page 1 An Introduction to Kolmogorov Complexity and Its
Applications Ming Li Paul Vitányi Fourth Edition Texts in Computer Science Page 2 Texts in …

An operational characterization of mutual information in algorithmic information theory

A Romashchenko, M Zimand - Journal of the ACM (JACM), 2019 - dl.acm.org
We show that the mutual information, in the sense of Kolmogorov complexity, of any pair of
strings x and y is equal, up to logarithmic precision, to the length of the longest shared secret …

Spectral approach to the communication complexity of multi-party key agreement

G Caillat-Grenier, A Romashchenko - arxiv preprint arxiv:2305.01355, 2023 - arxiv.org
We propose a linear algebraic method, rooted in the spectral properties of graphs, that can
be used to prove lower bounds in communication complexity. Our proof technique effectively …

A brief on short descriptions

J Teutsch, M Zimand - ACM SIGACT News, 2016 - dl.acm.org
We discuss research developments on the complexity of shortest programs since the turn of
the millennium. In particular, we will delve into the phenomenon of list approximation: while …

Universal almost optimal compression and Slepian-Wolf coding in probabilistic polynomial time

B Bauwens, M Zimand - arxiv preprint arxiv:1911.04268, 2019 - arxiv.org
In a lossless compression system with target lengths, a compressor ${\cal C} $ maps an
integer $ m $ and a binary string $ x $ to an $ m $-bit code $ p $, and if $ m $ is sufficiently …

27 Open Problems in Kolmogorov Complexity

A Romashchenko, A Shen, M Zimand - ACM SIGACT News, 2022 - dl.acm.org
This formula can be informally read as follows: the ith messagemi brings us log (1= pi)" bits
of information"(whatever this means), and appears with frequency pi, so H is the expected …

Coding in the fork network in the framework of Kolmogorov complexity

A Romashchenko - arxiv preprint arxiv:1602.02648, 2016 - arxiv.org
Many statements from the classic information theory (the theory of Shannon's entropy) have
natural counterparts in the algorithmic information theory (in the framework of Kolmogorov …

Optimal probabilistic polynomial time compression and the Slepian-Wolf theorem: tighter version and simple proofs

B Bauwens - arxiv preprint arxiv:1802.00750, 2018 - arxiv.org
We give simplify the proofs of the 2 results in Marius Zimand's paper" Kolmogorov
complexity version of Slepian-Wolf coding, proceedings of STOC 2017, p22--32". The first is …

Universal codes in the shared-randomness model for channels with general distortion capabilities

B Bauwens, M Zimand - arxiv preprint arxiv:2007.02330, 2020 - arxiv.org
We put forth new models for universal channel coding. Unlike standard codes which are
designed for a specific type of channel, our most general universal code makes …

Universal almost Optimal Compression and Slepian-wolf Coding in Probabilistic Polynomial Time

B Bauwens*, M Zimand - Journal of the ACM, 2023 - dl.acm.org
In a lossless compression system with target lengths, a compressor 𝒞 maps an integer m
and a binary string x to an m-bit code p, and if m is sufficiently large, a decompressor 𝒟 …