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Is strictly convex unconstrained optimization solvable in finite time?

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#optimization #convex-optimization
220
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Can we say the primal problem get $+\infty/-\infty$ if the dual problem is infeasible?

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#optimization #convex-optimization #linear-programming #duality-theorems #operations-research
117
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Showing minimizer satisfies equality of general norm.

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#analysis #optimization #convex-analysis #convex-optimization #convex-geometry
180
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About the convexity of distance metrc problems.

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#convex-optimization #matrix-calculus #semidefinite-programming #mahalanobis-distance
328
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Convergence rate (to a local minimum) of gradient descent for a $C^3$ function

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#convex-optimization #nonlinear-optimization #numerical-optimization #gradient-descent
1.2k
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Coordinate Lipschitz constant vs standard Lipschitz constant

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#optimization #convex-optimization #lipschitz-functions #gradient-descent
54
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Truncated function condition and boundedness.

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#real-analysis #optimization #convex-optimization
40
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Vector perpendicular to level set of objective function

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#convex-optimization
138
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SVD with Laplacian regularization and $L_{1,2}$ group-norm

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#optimization #convex-optimization #regularization #graph-laplacian
160
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What's the smallest ellipsoid enclosing the half-sphere?

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#convex-optimization #positive-definite
599
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Where does the linear term in the dual of quadratic program go?

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#convex-analysis #convex-optimization #lagrange-multiplier #duality-theorems #quadratic-programming
976
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What are exercises or examples of Slater's constraint qualification for KKT conditions?

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#optimization #convex-analysis #convex-optimization
294
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How to solve this nonlinear least square optimization?

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#optimization #convex-optimization #nonlinear-optimization #numerical-optimization #non-convex-optimization
3.8k
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Convex Optimization - Minimizing the Frobenius Norm of a Matrix with Linear Inequality Constraint of its Vectorization

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#linear-algebra #optimization #convex-optimization #least-squares
709
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Proximal Operator of Huber Loss Function (For $ {L}_{1} $ Regularized Huber Loss of a Regression Function)

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#convex-analysis #convex-optimization #matlab #proximal-operators

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