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Least squares solution of underdetermined system with constraints

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#linear-algebra #convex-optimization #least-squares
76
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Expressing Sinkhorn algorithm as a mirror descent on its dual function

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#convex-optimization
309
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Proof that generalized directional derivative is upper semicontinuous

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#real-analysis #convex-optimization #non-smooth-analysis #non-smooth-optimization
125
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How do I minimize $||L||_* + \lambda ||S||_1$

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#optimization #convex-optimization #nuclear-norm
627
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Proving the solution to linear programming problem is always the boundaries

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#optimization #convex-optimization #linear-programming
407
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Python library for large scale convex optimization

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#convex-optimization #python
938
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Minimize the $l_1$ norm

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#optimization #convex-optimization #normed-spaces
58
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What does it mean for a class of problems to have a "complete theory"?

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#optimization #terminology #definition #convex-optimization
58
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Prove that $(x-1)^2 + (y-1)^2 \leq 1$ is convex with constraints

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#calculus #convex-optimization
469
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conjugate function of log trace of matrix exponential

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#matrices #convex-optimization #matrix-calculus #matrix-exponential
192
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Lipschitz modulus of quadratic loss function

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#optimization #convex-optimization
164
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Logarithmic barrier function for a multivariable constraint problem

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#optimization #convex-optimization #constraints
141
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1-week study plan to read chapters 1-5 of Boyd & Vandenberghe

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#optimization #convex-optimization #self-learning #machine-learning #lagrange-multiplier
36
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what is meant by a distributed method in the context of solving (convex) optimization problems?

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#algorithms #convex-optimization
54
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Recommended python solver for an online optimization problem

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#optimization #convex-optimization #python #model-predictive-control

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