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- W1625692685 abstract "In this paper, we introduce random walks with absorbing states on simplicial complexes. Given a simplicial complex of dimension $d$, a random walk with an absorbing state is defined which relates to the spectrum of the $k$-dimensional Laplacian for $1 leq k leq d$ and which relates to the local random walk on a graph defined by Fan Chung. We also examine an application of random walks on simplicial complexes to a semi-supervised learning problem. Specifically, we consider a label propagation algorithm on oriented edges, which applies to a generalization of the partially labelled classification problem on graphs." @default.
- W1625692685 created "2016-06-24" @default.
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- W1625692685 date "2013-10-18" @default.
- W1625692685 modified "2023-09-27" @default.
- W1625692685 title "Random Walks on Simplicial Complexes and Harmonics" @default.
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