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How to apply SVD to real data to reduce the number of parameters?
linear-algebra
matrices
matrix-decomposition
matrix-rank
svd
Computing the SVD factorization on C++ (using the proof of the existence of the SVD factorization)
linear-algebra
numerical-linear-algebra
eigenvalues-eigenvectors
svd
How to get the SVD of $2AA^T-\operatorname{diag}(AA^T)$ given $A$ and its SVD $A=USV^T$?
calculus
linear-algebra
matrices
numerical-linear-algebra
svd
For $A\in\mathbb{R}^{m\times n}$, prove that $\mathcal{R}(A^+) = \mathcal{R}(A^T)$.
linear-algebra
vector-spaces
svd
pseudoinverse
Find the maximum of $\operatorname{Tr}(RZ)$ over all orthogonal matrices $R$
linear-algebra
optimization
trace
svd
orthogonality
Most efficient method for computing Singular Value Decomposition of a triangular matrix?
linear-algebra
matrices
algorithms
matrix-decomposition
svd
Column Space and SVD
linear-algebra
matrices
svd
Linear Algebra: Prove existence of polar form for any $n\times n $ matrix
linear-algebra
eigenvalues-eigenvectors
svd
Finding best fit line using SVD
linear-algebra
eigenvalues-eigenvectors
matrix-decomposition
svd
Why are the singular values non-negative?
linear-algebra
matrices
eigenvalues-eigenvectors
svd
singular-values
Singular vector of random Gaussian matrix
probability-distributions
svd
random-matrices
cocktail party algorithm SVD implementation ... in one line of code?
matlab
machine-learning
octave
linear-algebra
svd
Why do positive definite symmetric matrices have the same singular values as eigenvalues?
linear-algebra
eigenvalues-eigenvectors
svd
positive-definite
symmetric-matrices
Fast computation/estimation of the nuclear norm of a matrix
linear-algebra
numerical-linear-algebra
svd
singular-values
nuclear-norm
Why the SVD is named so...
linear-algebra
terminology
math-history
svd
Python (NumPy, SciPy), finding the null space of a matrix
numpy
matrix
scipy
linear-algebra
svd
Why are singular values always non-negative?
svd
symmetric-matrices
Is $U=V$ in the SVD of a symmetric positive semidefinite matrix?
linear-algebra
matrices
svd
symmetric-matrices
positive-semidefinite
Understanding the singular value decomposition (SVD)
linear-algebra
matrices
matrix-decomposition
svd
Relation between Cholesky and SVD
matrices
eigenvalues-eigenvectors
matrix-decomposition
svd
cholesky-decomposition
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