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Neural Information Processing Systems 

First provide a summary of the paper, and then address the following criteria: Quality, clarity, originality and significance. This paper addresses the problem of assigning weights to edges in a graph for label propagation. The assumption is that the graph structure (and training labels) are provided. The proposed method is simple to implement and appears to perform well against standard approaches. While many additional experiments could be run, I feel the evaluation is adequate.