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• W3213890727 abstract "The self-consistent field (SCF) iteration, combined with its variants, is one of the most widely used algorithms in quantum chemistry. We propose a procedure to adapt the SCF iteration for the p-Laplacian eigenproblem, which is an important problem in the field of unsupervised learning. We formulate the p-Laplacian eigenproblem as a type of nonlinear eigenproblem with one eigenvector nonlinearity , which then allows us to adapt the SCF iteration for its solution after the application of suitable regularization techniques. The results of our numerical experiments confirm the viablity of our approach." @default.
• W3213890727 created "2021-11-22" @default.
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• W3213890727 date "2021-11-18" @default.
• W3213890727 modified "2023-09-27" @default.
• W3213890727 title "The self-consistent field iteration for p-spectral clustering." @default.
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• W3213890727 hasPublicationYear "2021" @default.
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