Rates of Convergence for Laplacian Semi-Supervised Learning with Low Labeling Rates
DOI10.1007/S40687-022-00371-XarXiv2006.02765MaRDI QIDQ6342095
Matthew Thorpe, Jeff Calder, Dejan Slepčev
Publication date: 4 June 2020
Asymptotic properties of nonparametric inference (62G20) Applications of graph theory (05C90) Sums of independent random variables; random walks (60G50) Learning and adaptive systems in artificial intelligence (68T05) Graph theory (including graph drawing) in computer science (68R10) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20) Variational methods for second-order elliptic equations (35J20) Random walks on graphs (05C81)
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