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Analysis of Augmented Krylov Subspace Methods
SIAM Journal on Matrix Analysis and Applications, 1997``Augmented Krylov methods'' are studied theoretically. These methods for solving a linear system are projection methods in which the subspace of projection is of the form \(K = K_{m} + W\), where \(K_{m}\) is the standard Krylov subspace, which is augmented by another subspace \(W\). The subspace \(W\) can be chosen in different ways.
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The variational subspace valence bond method
The Journal of Chemical Physics, 2015The variational subspace valence bond (VSVB) method based on overlapping orbitals is introduced. VSVB provides variational support against collapse for the optimization of overlapping linear combinations of atomic orbitals (OLCAOs) using modified orbital expansions, without recourse to orthogonalization.
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Adaptive Subspace Optimization Ensemble Method for High-Dimensional Imbalanced Data Classification
IEEE Transactions on Neural Networks and Learning Systems, 2023Yuhong Xu, Zhiwen Yu, C P Chen
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Neighborhood Preserving and Weighted Subspace Learning Method for Drift Compensation in Gas Sensor
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022Zhengkun Yi, Wanfeng Shang, Tiantian Xu
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Generalized Latent Multi-View Subspace Clustering
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020Changqing Zhang, Huazhu Fu, Qinghua Hu
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