We study Markov chains for randomly sampling k-colorings of a graph with maximum degree Δ. Our main result is a polynomial upper bound on the mixing time of the single-site update chain known as the Glauber dynamics for planar graphs when k=Ω(Δ/logΔ). Our results can be partially extended to the more general case where the maximum eigenvalue of the adjacency matrix of the graph is at most Δ^(1-ε), for fixed ε > 0. The main challenge when k≤Δ+1 is the possibility of “frozen” vertices, that is, vertices for which only one color is possible, conditioned on the colors of its neighbors. Indeed, when Δ=Ο(1), even a typical coloring can have a constant fraction of the vertices frozen. Our proofs rely on recent advances in techniques for bounding m...
We consider the problem of generating a random q-colouring of a graph G = (V, E). We consider the si...
We consider the problem of uniformly sampling proper 3-colorings of an m X n rectangular region of Z...
We address the problem of sampling colorings of a graph G by Markov chain simulation. For most of th...
We study a simple Markov chain, known as the Glauber dynamics, for generating a random k-coloring of...
<p>We study a simple Markov chain, known as the Glauber dynamics, for generating a random <em>k</em>...
We study a simple Markov chain, known as the Glauber dynamics, for generating a random k-coloring o...
We study a simple Markov chain, known as the Glauber dynamics, for randomly sampling (proper) k-colo...
We study the mixing properties of the single-site Markov chain known as the Glauber dynamics for sam...
Copyright © 2019 by SIAM. A well-known conjecture in computer science and statistical physics is tha...
Let T be a tree on n vertices and with maximum degree ∆. We show that for k ≥ ∆ + 1 the Glauber dyna...
A well-known conjecture in computer science and statistical physics is that Glauber dynamics on the ...
We consider the problem of sampling a proper k-coloring of a graph of maximal degree Delta uniformly...
This is a preprint of an article published in the journal Random Structures & Algorithms, 18(2), 101...
This is a preprint of an article published in the journal Random Structures & Algorithms, 18(2), 101...
Gibbs sampling also known as Glauber dynamics is a popular technique for sampling high dimensional d...
We consider the problem of generating a random q-colouring of a graph G = (V, E). We consider the si...
We consider the problem of uniformly sampling proper 3-colorings of an m X n rectangular region of Z...
We address the problem of sampling colorings of a graph G by Markov chain simulation. For most of th...
We study a simple Markov chain, known as the Glauber dynamics, for generating a random k-coloring of...
<p>We study a simple Markov chain, known as the Glauber dynamics, for generating a random <em>k</em>...
We study a simple Markov chain, known as the Glauber dynamics, for generating a random k-coloring o...
We study a simple Markov chain, known as the Glauber dynamics, for randomly sampling (proper) k-colo...
We study the mixing properties of the single-site Markov chain known as the Glauber dynamics for sam...
Copyright © 2019 by SIAM. A well-known conjecture in computer science and statistical physics is tha...
Let T be a tree on n vertices and with maximum degree ∆. We show that for k ≥ ∆ + 1 the Glauber dyna...
A well-known conjecture in computer science and statistical physics is that Glauber dynamics on the ...
We consider the problem of sampling a proper k-coloring of a graph of maximal degree Delta uniformly...
This is a preprint of an article published in the journal Random Structures & Algorithms, 18(2), 101...
This is a preprint of an article published in the journal Random Structures & Algorithms, 18(2), 101...
Gibbs sampling also known as Glauber dynamics is a popular technique for sampling high dimensional d...
We consider the problem of generating a random q-colouring of a graph G = (V, E). We consider the si...
We consider the problem of uniformly sampling proper 3-colorings of an m X n rectangular region of Z...
We address the problem of sampling colorings of a graph G by Markov chain simulation. For most of th...