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Generalized Eigenvalue - Support for positive semi-definite but singular matrices #171

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brtang63 opened this issue Jan 12, 2024 · 0 comments

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@brtang63
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brtang63 commented Jan 12, 2024

Hi @yixuan,

For the generalized eigenvalue problem $Ax = \lambda Bx$, the current implementation of Generalized Eigen Solvers seems to require either A or B to be positive definite. Is it possible to support the case when both A and B are symmetric positive semi-definite (but singular) matrices? I've encountered such a situation in a statistical scenario, where both matrices are covariance matrices.

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