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Optimization - If the sum of objective functions are similar, will sum of argmax's be similar

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#real-analysis #optimization #convex-optimization #discrete-optimization #constraints
1.4k
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Least Absolute Deviation (LAD) Line Fitting / Regression

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#algorithms #convex-optimization #computational-geometry #linear-regression #robust-statistics
138
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Check if $\phi$ is convex

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#multivariable-calculus #proof-verification #convex-optimization #hessian-matrix
160
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Transform LMI problem into different SDP form

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#optimization #convex-optimization #semidefinite-programming #linear-matrix-inequality
267
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Can a linear matrix inequality constraint transform to second-order cone constraint(s)?

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#convex-optimization #linear-matrix-inequality
7.7k
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Optimality conditions - necessary vs sufficient

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#optimization #convex-optimization
7.1k
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Minimization of a convex quadratic form

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#optimization #convex-optimization #numerical-optimization #quadratic-programming #positive-semidefinite
527
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Prove that the objective function of K-means is non convex

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#optimization #convex-optimization
117
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How to solve a linear program without any given data?

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#optimization #convex-optimization #linear-programming
101
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Distance between a point $x \in \mathbb R^2$ and $x_1^2+x_2^2 \le 4$

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#optimization #convex-optimization #supremum-and-infimum
93
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Established results on the convergence rate of iterates for Accelerated Gradient Descent?

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#convex-optimization #gradient-descent
549
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How to understand the convex of the multiplication of PSDmatrix and its transpose?

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#convex-optimization
181
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How to obtain the dual problem?

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#optimization #convex-optimization #duality-theorems
89
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How to solve this optimization problem with absolute values in the objective function?

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#optimization #convex-optimization #linear-programming
552
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What is the role of the recourse variable in stochastic programming?

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#optimization #convex-optimization #linear-programming #stochastic-programming

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