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DiffusionCurvatureforEstimatingLocalCurvature inHighDimensionalData

Neural Information Processing Systems

We show that this laziness directly relates to volume comparison results from Riemannian geometry. We then extend this scalar curvature notion to an entire quadratic form using neural network estimations based on the diffusion map of point-clouddata.