John M. Conroy

  1. Fast Inexact Graph Matching with Applications in Statistical Connectomics.

    Authors: Joshua T. Vogelstein, R. Jacob Vogelstein, Carey E. Priebe, Donniell E. Fishkind, John M. Conroy, Louis J. Podrazik, Steven G. Kratzer
    Subjects: Optimization and Control
    Abstract

    It is becoming increasingly popular to represent myriad and diverse data sets
    as graphs. When the labels of vertices of these graphs are unavailable, graph
    matching (GM)---the process of determining which permutation assigns vertices
    of one graph to those of another---is a computationally daunting problem. This
    work presents an inexact strategy for GM. Specifically, we frame GM as a
    quadratic assignment problem, and then relax the feasible region to its convex
    hull.

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