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Kurdyka Lojasiewicz property Intuition

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#reference-request #optimization #nonlinear-optimization #non-convex-optimization
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Mixed integer relaxation of bilinear constraint

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#optimization #convex-optimization #non-convex-optimization
616
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Linear programming with non-convex quadratic constraint

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#optimization #qclp #non-convex-optimization
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ADMM on non-convex problem

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#optimization #numerical-optimization #non-convex-optimization
759
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Linear least squares with quadratic equality constraint

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#optimization #least-squares #non-convex-optimization #qcqp
654
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SOCP or SDP optimization problem

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#optimization #nonlinear-optimization #semidefinite-programming #non-convex-optimization #second-order-cone-programming
3.1k
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What is the definition of "convex relaxation" in clustering?

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#convex-analysis #convex-optimization #clustering #non-convex-optimization #relaxations
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
18
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How can we solve this nonlinar, nonsmooth optimization problem arising in the variance minimization of an MCMC estimator?

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#statistics #nonlinear-optimization #markov-process #numerical-optimization #non-convex-optimization
612
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Is The Product Of a Binary Variable & Continuous Variable Non-Convex?

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#convex-analysis #convex-optimization #non-convex-optimization #mixed-integer-programming #linearization
1.1k
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Clarke's tangent cone, Bouligand's tangent cone, and set regularity

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#analysis #convex-analysis #non-convex-optimization
577
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If $ {L}_{0} $ Regularization Can be Done via the Proximal Operator, Why Are People Still Using LASSO?

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#optimization #non-convex-optimization #proximal-operators #sparsity
268
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Minimize quadratic over unit spherical surface with linear constraints

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#linear-algebra #optimization #spheres #non-convex-optimization #qcqp
517
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Computing the minimal eigenvalue

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#matrices #eigenvalues-eigenvectors #non-convex-optimization
69
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max of a convex function

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#optimization #convex-optimization #nonlinear-optimization #non-convex-optimization #karush-kuhn-tucker

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