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$k^{-k}$ converges superlinearly but not quadratically.

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#convergence-divergence #optimization #numerical-optimization
48
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What criteria guarantee that gradient descent tends to a local minimum?

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#real-analysis #multivariable-calculus #optimization #numerical-optimization #gradient-descent
347
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Sparse PCA vs Orthogonal Matching Pursuit

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#linear-algebra #numerical-linear-algebra #numerical-optimization #sparse-matrices #sparsity
325
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Time complexity of conjugate gradients applied to normal equations

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#linear-algebra #numerical-linear-algebra #computational-complexity #numerical-optimization
85
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Is this property a theorem somewhere?

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#convex-optimization #numerical-optimization
148
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Select five vectors that upon undergoing elementwise multiplication are most similar to another vector

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#combinatorics #algorithms #numerical-optimization #discrete-optimization #mixed-integer-programming
655
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Question on Hessian Matrix and Gradient Descent Step

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#optimization #numerical-methods #numerical-optimization #gradient-descent #hessian-matrix
38
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Modification of Linear Least Square

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#linear-algebra #optimization #convex-optimization #linear-programming #numerical-optimization
122
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Is Proximal Gradient Method (PGM) suitable for solving matrix optimization problems?

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#matrices #optimization #convex-optimization #numerical-optimization
160
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How to show applying gradient descent on a differentiable convex function generates a non-increasing sequence?

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#convergence-divergence #convex-analysis #convex-optimization #numerical-optimization #gradient-descent
118
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I want help in formulating a mixed integer linear problem formulation.

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#linear-algebra #linear-programming #numerical-optimization #integer-programming
49
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Optimizing product of $L^1$ norms of a function and its second derivative

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#real-analysis #optimization #numerical-optimization
274
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Proving that $g(x) = \frac{L}{2} x^Tx -f(x)$ is a convex function

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#real-analysis #optimization #convex-analysis #convex-optimization #numerical-optimization
57
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Having a Problem Proving Halley's Method

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#multivariable-calculus #optimization #nonlinear-optimization #numerical-optimization
150
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How can I solve this optimization problem - what concrete math algorithm should I use?

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#optimization #numerical-methods #convex-optimization #nonlinear-optimization #numerical-optimization

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