Spectral Connectivity Analysis

DOI10.1198/jasa.2010.tm09754zbMath1390.62062arXiv0811.0121OpenAlexW1974331810MaRDI QIDQ5255599

Ann B. Lee, Larry Alan Wasserman

Publication date: 16 June 2015

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/0811.0121

zbMATH Keywords

smoothingspectral clusteringdiffusion mapsgraph Laplacian

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Nonparametric regression and quantile regression (62G08) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric estimation (62G05) Inference from stochastic processes and spectral analysis (62M15) Learning and adaptive systems in artificial intelligence (68T05) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20)

Related Items

Density-sensitive semisupervised inference ⋮ Smoothing and Benchmarking for Small Area Estimation ⋮ Geometry of the ergodic quotient reveals coherent structures in flows ⋮ Parameter estimation from a model grid application to the Gaia RVS spectra ⋮ A spectral series approach to high-dimensional nonparametric regression ⋮ Scale-space module detection for random fields observed on a graph non-embedded in a metric space