A survey of max-type recursive distributional equations
DJ Aldous, A Bandyopadhyay - 2005 - projecteuclid.org
In certain problems in a variety of applied probability settings (from probabilistic analysis of
algorithms to statistical physics), the central requirement is to solve a recursive distributional …
algorithms to statistical physics), the central requirement is to solve a recursive distributional …
Counting without sampling: Asymptotics of the log‐partition function for certain statistical physics models
A Bandyopadhyay, D Gamarnik - Random Structures & …, 2008 - Wiley Online Library
In this article we propose new methods for computing the asymptotic value for the logarithm
of the partition function (free energy) for certain statistical physics models on certain type of …
of the partition function (free energy) for certain statistical physics models on certain type of …
Maximum weight independent sets and matchings in sparse random graphs. Exact results using the local weak convergence method
D Gamarnik, T Nowicki… - Random Structures & …, 2006 - Wiley Online Library
Let G (n, c/n) and Gr (n) be an n‐node sparse random graph and a sparse random r‐regular
graph, respectively, and let I (n, r) and I (n, c) be the sizes of the largest independent set in G …
graph, respectively, and let I (n, r) and I (n, c) be the sizes of the largest independent set in G …
Counting without sampling. New algorithms for enumeration problems using statistical physics
A Bandyopadhyay, D Gamarnik - arXiv preprint math/0510471, 2005 - arxiv.org
We propose a new type of approximate counting algorithms for the problems of enumerating
the number of independent sets and proper colorings in low degree graphs with large girth …
the number of independent sets and proper colorings in low degree graphs with large girth …
Belief propagation: an asymptotically optimal algorithm for the random assignment problem
The random assignment problem asks for the minimum-cost perfect matching in the
complete n× n bipartite graph 𝒦 nn with iid edge weights, say uniform on [0, 1]. In a …
complete n× n bipartite graph 𝒦 nn with iid edge weights, say uniform on [0, 1]. In a …
Linear phase transition in random linear constraint satisfaction problems
D Gamarnik - Probability Theory and Related Fields, 2004 - Springer
Our model is a generalized linear programming relaxation of a much studied random K-SAT
problem. Specifically, a set of linear constraints on K variables is fixed. From a pool of n …
problem. Specifically, a set of linear constraints on K variables is fixed. From a pool of n …
A necessary and sufficient condition for the tail-triviality of a recursive tree process
A Bandyopadhyay - Sankhyā: The Indian Journal of Statistics, 2006 - JSTOR
Given a recursive distributional equation (RDE) and a solution μ of it, we consider the tree
indexed invariant process called the recursive tree process (RTP) with marginal μ. We …
indexed invariant process called the recursive tree process (RTP) with marginal μ. We …
Optimality of belief propagation for random assignment problem
The assignment problem concerns finding the minimum-cost perfect matching in a complete
weighted n× n bipartite graph. Any algorithm for this classical question clearly requires Ω (n …
weighted n× n bipartite graph. Any algorithm for this classical question clearly requires Ω (n …
A recursive distribution equation for the stable tree
We provide a new characterisation of Duquesne and Le Gall's $\alpha $-stable tree,
$\alpha\in (1, 2] $, as the solution of a recursive distribution equation (RDE) of the form …
$\alpha\in (1, 2] $, as the solution of a recursive distribution equation (RDE) of the form …
Some aspects of tree-indexed processes
M Sheehan - 2006 - wrap.warwick.ac.uk
Chapters 2 and 3 of this thesis are based on a paper in preparation,“Partial observations of
a tree-indexed process”. We begin, in Chapter 1, with an introduction to the theory of …
a tree-indexed process”. We begin, in Chapter 1, with an introduction to the theory of …