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3 votes
0 answers
81 views

Can we remove the restriction on a parameter in Talagrand concentration inequality?

Recently I am trying to use Talagrand concentration inequality to do something on graphs. I find a version from the book of Molloy and Reed ''Graph Colouring and Probabilistics Method''. I attached a ...
Xin Zhang's user avatar
  • 1,190
2 votes
1 answer
156 views

Some identities from graph theory and probability

The other day I attended a seminar about probability. I took some notes and I am now revising it and trying to understand some steps that were omitted by the lecturer. To formulate my question, ...
MathMath's user avatar
  • 1,305
3 votes
1 answer
153 views

Randomized version of Turán's theorem II

$\newcommand{\om}{\omega}$Let $\om(G)$ denote the number of vertices in a largest clique of an (undirected) graph $G$ with the set $[n]:=\{1,\dots,n\}$ of vertices. Then \begin{equation} \om(G)\ge\...
Iosif Pinelis's user avatar
5 votes
1 answer
209 views

Randomized version of Turán's theorem

Turán's theorem says the following. Take any natural $n$ and $r$. Suppose that \begin{equation*} |G|>\Big(1-\frac1r\Big)\frac{n^2}2, \tag{0} \end{equation*} where $|G|$ is the number of edges of ...
Iosif Pinelis's user avatar
1 vote
0 answers
75 views

Why does Y. Moshe Vardi use this specific matrix when estimating source-destination traffic intensities with EM algorithm?

Sorry for the verbose title, but the question is super specific. If you happen to know a site better suited for these types of question, feel free to direct me. The article to which I am referring to ...
Epsilon Away's user avatar
10 votes
0 answers
742 views

Torus Graph Dynamics

Consider the torus graph, or the toroidal grid, which looks like (The graph's vertices are the bold dots). I will discuss only square torus graphs, where there is an equal number of vertices in a "...
co.sine's user avatar
  • 403
4 votes
1 answer
141 views

Fuzzy layers in graphs and neural networks

I wonder if the following statistical description of the layer architecture of finite graphs has been considered before and where I can find some references (especially under which name). Consider a ...
Hans-Peter Stricker's user avatar
1 vote
0 answers
255 views

Multiple Bipartite graphs and matchings

I've been told recently that it's better i just for help regarding my 'specific' problem rather than lots of little questions around the same topic which appear somewhat unclear. I would first like to ...
Pavan Sangha's user avatar
0 votes
0 answers
216 views

Computation on Random Bipartite graphs

I'm looking at a random bipartite graph $K_{\omega(n)}*K_{\omega(n)}$ where $\mathrm{log}(n)\leq \omega(n) \leq n^{1/2}$, in which each of the $\omega(n)^{2}$ edges is placed randomly with probability ...
Pavan Sangha's user avatar
4 votes
0 answers
183 views

Concentration inequality for function of independent Bernoulli r.v.'s (related to random graph)

Consider a random undirected graph on a set of $n$ nodes, say $\{1,2,\ldots,n\}$, such that the probability of edge between nodes $i$ and $j$ is $p_{ij}$ (we may assume $p_{ij}=o(1)$ for all $i,j$, i....
adas's user avatar
  • 163
4 votes
2 answers
1k views

Probability distribution over cluster size in Erdős–Rényi random graph.

My question is about the probability distribution over the possible size of the containing cluster of a randomly chosen node in an Erdős–Rényi random graph. Let G(n,p) be an Erdős–Rényi random graph (...
ts09's user avatar
  • 41
3 votes
1 answer
376 views

The degrees in a random subgraph

Fix some positive integers $N$ and $d_k$, $k=1,2,\dots$ with $N=\sum_{k=1}^\infty d_k$. Suppose you have a graph $G$ taken randomly uniformly among the set of all (unoriented) graphs with $N$ ...