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Convexity preservation and global optimality

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#convex-optimization
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The optimization problem of soft margin Support Vector Machine: How to interpret?

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#optimization #computer-science #convex-optimization #machine-learning
62
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Entropy proerty

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#measure-theory #inequality #convex-optimization #entropy
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Normal cone of $\mathbb{R}^n_+$ and $S^n$?

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#optimization #convex-analysis #convex-optimization
454
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Formulation of convex constrained optimization problem (SVR)

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#convex-optimization #constraints #karush-kuhn-tucker
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Convex conjugate of a function of sum of norms

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#convex-analysis #convex-optimization
753
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How is the nuclear norm convex whereas the weighted nuclear norm is not?

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#convex-analysis #convex-optimization #normed-spaces #non-convex-optimization #nuclear-norm
353
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Dynamic programming problem for discrete linear time varying system

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#optimization #dynamical-systems #convex-optimization #control-theory
55
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Positive Semidefiniteness on off diagonal pertibation

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#linear-algebra #convex-optimization #semidefinite-programming
101
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Global optimality of a convex but non-smooth function

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#optimization #convex-optimization
36
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Conjectured characterization of a set relative to a convex cone

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#convex-analysis #convex-optimization
631
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Strong duality for nonconvex quadratic program (with multiple constraints)

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#optimization #convex-optimization #nonlinear-optimization
2.6k
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Non-decreasing Convex function?

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#optimization #convex-optimization
171
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Proving or disproving concavity of a function

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#convex-analysis #convex-optimization #information-theory
63
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Compressed sensing: converse of a theorem

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#convex-optimization

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