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15
235
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Unobserved values in SVD and matrix factorization problems

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#linear-algebra #matrices #optimization #svd #non-convex-optimization
345
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Is there a second-order conic relaxation method for the bilinear term $z=xy$?

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#optimization #convex-optimization #non-convex-optimization #relaxations #second-order-cone-programming
514
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On duality gap in general non-convex problems

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#optimization #convex-analysis #convex-optimization #non-convex-optimization
30
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proof or disproof of thm

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#convex-analysis #convex-optimization #non-convex-optimization
45
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Casting a function as quadratic

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#optimization #convex-analysis #convex-optimization #nonlinear-optimization #non-convex-optimization
266
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Minimize $\left\lVert \mathbf{x} \right\rVert_1 - \left\lVert \mathbf{x} - \overline x \,\mathbf{1}_n\right\rVert_1$ over the unit $n$-cube

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#optimization #non-convex-optimization
281
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Convex reformulation of optimization problem with a bilinear constraint

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#optimization #convex-analysis #convex-optimization #nonlinear-optimization #non-convex-optimization
200
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Distance between a point and a nonconvex set

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#linear-transformations #euclidean-geometry #non-convex-optimization
231
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Finding saddle point of indefinite quadratic function

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#optimization #least-squares #quadratic-programming #non-convex-optimization
156
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How to optimize a function with the following constraints by using gradient descent?

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#optimization #numerical-optimization #gradient-descent #non-convex-optimization
68
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Find the desired function or disprove its existence

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#polynomials #asymptotics #factorial #constraints #non-convex-optimization
62
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A global optima: $\text{max}_{x} \frac{1}{2}\left\| X (a + b) \right\|_2^2 \ \text{s.t.} \ a^T X b \leq \delta; 0 < x \leq 1$,$X := {\rm Diag}(x)$

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#numerical-optimization #non-convex-optimization
149
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State-of-the-art techniques for maximizing a differentiable function with multiple local maxima

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#optimization #maxima-minima #gradient-descent #non-convex-optimization #gradient-flows
288
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How to solve the problem which is a sum of convex and nonconvex functions?

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#optimization #non-convex-optimization
1k
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Problem solving a quadratic problem - CPLEX Error 5002

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#optimization #convex-optimization #quadratic-programming #non-convex-optimization

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