A set of independence statements may define the independence structure of interest in a family of joint probability distributions. This structure is often captured by a graph that consists of nodes ...

Abstract: In this paper, we present a probability graph-based semantic information compression system for scenarios where the base station (BS) and the user share common background knowledge. We ...

This repository contains the appendix, code, and data for the paper "Edge Probability Graph Models Beyond Edge Independency" published in the IEEE International Conference on Data Mining (ICDM) 2025.

You are given an undirected weighted graph of n nodes (0-indexed), represented by an edge list where edges[i] = [a, b] is an undirected edge connecting the nodes a and b with a probability of success ...

The probability distribution of quantum walk on an example circulant graph, drawn using the code 'qwViz.' To sample this probability distribution is in general hard for a classical computer, but it ...