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How to define the nuclear norm of a tensor?

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#normed-spaces #tensors #svd #nuclear-norm
602
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Regularized least-squares using the nuclear norm

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#optimization #convex-optimization #least-squares #regularization #nuclear-norm
305
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Minimum of biconjugate of a nonconvex $f(x)$ is the minimum of $f(x)$ also?

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#matrices #convex-analysis #convex-optimization #matrix-rank #nuclear-norm
343
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Max-norm and trace-norm matrix completion — which one is better?

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#matrices #matrix-norms #nuclear-norm #spectral-norm #matrix-completion
104
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Simultaneous Rank Minimization

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#linear-algebra #optimization #matrix-rank #trace #nuclear-norm
339
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Nuclear norm regularization of symmetric matrix

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#optimization #convex-optimization #trace #regularization #nuclear-norm
1.6k
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Variational characterization of nuclear norm

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#linear-algebra #matrices #convex-optimization #normed-spaces #nuclear-norm
954
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Is there a nuclear norm approximation for stochastic gradient descent optimization?

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#matrices #optimization #normed-spaces #gradient-descent #nuclear-norm
359
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Polar set of orthogonal matrices set is nuclear norm ball

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#linear-algebra #functional-analysis #convex-analysis #orthogonal-matrices #nuclear-norm
11.9k
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Deriving the sub-differential of the nuclear norm

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#matrices #convex-optimization #matrix-norms #nuclear-norm #non-smooth-analysis
808
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Minimal trace norm on the set of matrices with fixed diagonal entries

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#linear-algebra #convex-optimization #normed-spaces #nuclear-norm
21.3k
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Derivative of the nuclear norm

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#linear-algebra #derivatives #matrix-calculus #nuclear-norm #proximal-operators
125
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The Derivative of a Matrix Function with Nuclear Norm Term

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#derivatives #optimization #matrix-decomposition #nuclear-norm
7k
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Sum of singular values of a matrix

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#linear-algebra #matrices #svd #singular-values #nuclear-norm
1.4k
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Least-squares with nuclear norm regularization

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#linear-algebra #optimization #normed-spaces #proximal-operators #nuclear-norm

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