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Closest matrix that achieves positive semidefinite condition

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#linear-algebra #matrices #positive-semidefinite #nuclear-norm
177
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Problem in defining weighted nuclear norm in CVX

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#convex-optimization #normed-spaces #matlab #cvx #nuclear-norm
1k
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Inequality of square root inside trace norm

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#inequality #trace #positive-definite #singular-values #nuclear-norm
1.1k
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What is the definition of the nuclear norm (aka trace norm, Ky-Fan n-norm) of a tensor?

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#normed-spaces #math-history #tensors #nuclear-norm
1.2k
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Revisit "How can I visualize the nuclear norm ball"

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#linear-algebra #matrices #functional-analysis #normed-spaces #nuclear-norm
319
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How to solve the constrained convex optimization problem with nuclear norm?

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#optimization #convex-optimization #nuclear-norm
1.7k
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How to convert the matrix completion problem to the standard SDP form?

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#convex-analysis #convex-optimization #semidefinite-programming #nuclear-norm #matrix-completion
280
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What's the spectral soft-thresholding operator when the matrices are complex?

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#matrices #optimization #convex-optimization #regularization #nuclear-norm
610
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equivalent expressions for trace norm

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#matrices #normed-spaces #nuclear-norm
5.6k
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The proximal operator of the nuclear norm / Schatten norm

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#optimization #convex-optimization #regularization #nuclear-norm #proximal-operators
1.1k
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Second derivative of the nuclear norm

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#linear-algebra #derivatives #optimization #matrix-calculus #nuclear-norm
803
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Derivative of nuclear norm of $xx^T-V$

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#matrices #multivariable-calculus #derivatives #matrix-calculus #nuclear-norm
114
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Consecutive Proximal Projections as a Solution to Sum of Many Functions Each with Known Proximal Operator

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#convex-optimization #convex-cone #subgradient #proximal-operators #nuclear-norm
743
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Subgradient of nuclear norm

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#linear-algebra #matrices #matrix-calculus #subgradient #nuclear-norm
115
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Proof of the variational formulation of the nuclear norm

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#linear-algebra #matrices #matrix-norms #nuclear-norm

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