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Why do we prefer Dual Problem over Primal Problem in convex optimization

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#soft-question #convex-optimization #lagrange-multiplier #duality-theorems
378
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Convex analysis: possible misunderstanding about dual space

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#real-analysis #functional-analysis #terminology #convex-analysis #convex-optimization
242
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The Sub Gradient of One Dimensional Least Absolute Difference (LAD)

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#convex-optimization #machine-learning #subgradient #bisection
283
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Representing a first order like condition as the solution of an optimization problem

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#optimization #convex-optimization #numerical-optimization #fixed-point-iteration
142
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Missing factor of 2 in Newton's decrement

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#convex-optimization
1.3k
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Minimizing the Sum of Quadratic Form with Equality Constraint

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#linear-algebra #optimization #convex-optimization #quadratic-programming
607
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Can a lower-semi continuous function be convex?

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#continuity #convex-optimization
147
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Bernstein-type inequality

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#inequality #convex-optimization
3.9k
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When is the Hessian matrix of a convex function invertible?

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#linear-algebra #matrices #optimization #convex-analysis #convex-optimization
403
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Convex conjugate of $f(x) = \langle a, x \rangle -b$

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#convex-optimization #duality-theorems #bilinear-form
302
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What would be an example of an improper function?

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#functions #convex-analysis #definition #convex-optimization #examples-counterexamples
231
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Reformulation in linear programming with $\max_i \ a_i^Tx + b_i$

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#convex-analysis #convex-optimization #linear-programming
37
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Could someone help me with this problem

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#convex-analysis #convex-optimization #nonlinear-optimization #nonlinear-system
93
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prove that the following function is convex at least I want a hint

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#measure-theory #functions #proof-verification #convex-analysis #convex-optimization
4.5k
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A function with convex level sets but is not a convex function

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#convex-analysis #convex-optimization

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