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most citedOnline jump and kink detection in segmented linear regression: Statistical optimality meets computational efficiency

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stat.ML2025

Central limit theorems for the eigenvalues of graph Laplacians on data clouds

Chenghui Li, Nicolás García Trillos, Housen Li +1

Given i.i.d.\ samples from a distribution supported on a low dimensional manifold embedded in Eucliden space, we consider the graph Laplacian ope…