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10/22/2018
Perturbation Bounds for Procrustes, Classical Scaling, and Trilateration, with Applications to Manifold Learning
One of the common tasks in unsupervised learning is dimensionality reduc...
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04/27/2018
On the Estimation of Latent Distances Using Graph Distances
We are given the adjacency matrix of a geometric graph and the task of r...
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08/31/2012
On the convergence of maximum variance unfolding
Maximum Variance Unfolding is one of the main methods for (nonlinear) di...
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02/11/2010
