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We explain Poisson learning on graph-based semi-supervised learning to see ifit could avoid the problem of global information loss problem as Laplace-basedlearning methods on large graphs. From our analysis, Poisson learning is simplyLaplace regularization with thresholding, cannot overcome the problem.

Semi-supervised Learning on Large Graphs: is Poisson Learning a Game-Changer?