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12/28/2022
Convergence of SCF for Locally Unitarily Invariantizable NEPv
We consider a class of eigenvector-dependent nonlinear eigenvalue proble...
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11/09/2022
Variational Characterization of Monotone Nonlinear Eigenvector Problems and Geometry of Self-Consistent-Field Iteration
This paper concerns a class of monotone eigenvalue problems with eigenve...
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10/28/2022
Scalable Spectral Clustering with Group Fairness Constraints
There are synergies of research interests and industrial efforts in mode...
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05/04/2021
Backward Stability of Explicit External Deflation for the Symmetric Eigenvalue Problem
A thorough backward stability analysis of Hotelling's deflation, an expl...
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09/18/2020
Optimal Convergence Rate of Self-Consistent Field Iteration for Solving Eigenvector-dependent Nonlinear Eigenvalue Problems
We present a comprehensive convergence analysis for Self-Consistent Fiel...
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04/23/2018