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What forms does the Moore-Penrose inverse take under systems with full rank, full column rank, and full row rank?
linear-algebra
least-squares
svd
pseudoinverse
How does the SVD solve the least squares problem?
matrices
optimization
least-squares
svd
quadratic-programming
Intuitively, what is the difference between Eigendecomposition and Singular Value Decomposition?
linear-algebra
eigenvalues-eigenvectors
svd
diagonalization
What is the difference between "singular value" and "eigenvalue"?
eigenvalues-eigenvectors
definition
spectral-theory
svd
singular-values
What is the intuitive relationship between SVD and PCA?
linear-algebra
matrices
statistics
svd
principal-component-analysis
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