List questions from convex-optimization

Published on 25 Mar 2026 - 1:26

106

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Taylor Series Expansion explanation

Published on 05 Sep 2018 - 2:15

88

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Is it always true and how to prove it?

Published on 26 Mar 2026 - 4:32

1.7k

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Equivalence of two optimization problems

Published on 25 Mar 2026 - 12:22

124

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Applying KKT conditions

Published on 25 Mar 2026 - 12:22

105

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Solver/Algorithms for Pseudo-Convex Optimization Problems

Published on 21 Mar 2026 - 18:53

211

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$f$ convex $\iff$ $f(y)\ge f(x)+\nabla f(x)(x-y)$

Published on 07 Sep 2018 - 17:10

1.2k

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Proving $\max\{f,g\}$, $\sum x_i^2$ and $e^{f(x)}$ are convex functions

Published on 07 Sep 2018 - 20:37

412

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Boundedness of sublevelsets of strongly convex functions implies boundedness of second-order gradient

Published on 25 Mar 2026 - 12:54

87

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Is there any sufficient optimality conditions without constraints qualifications?

Published on 16 Mar 2026 - 17:00

113

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Modification of Standard LASSO Problem for $N$ Observations

Published on 25 Mar 2026 - 17:43

46

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Is the sum of square distance of three surfaces convex?

Published on 09 Sep 2018 - 3:07

1.8k

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Prove that a cone is convex if and only if it is closed under addition.

Published on 25 Mar 2026 - 12:54

64

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Alternating Projection Convergence Proof

Published on 25 Mar 2026 - 8:05

420

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ADMM difficulty in finding active inequality constraints.

Published on 26 Mar 2026 - 2:53

List Question

How does the SMO algorithm for SVMs guarantee the KKT condition "primal feasibility"?

Taylor Series Expansion explanation

Is it always true and how to prove it?

Equivalence of two optimization problems

Applying KKT conditions

Solver/Algorithms for Pseudo-Convex Optimization Problems

$f$ convex $\iff$ $f(y)\ge f(x)+\nabla f(x)(x-y)$

Proving $\max\{f,g\}$, $\sum x_i^2$ and $e^{f(x)}$ are convex functions

Boundedness of sublevelsets of strongly convex functions implies boundedness of second-order gradient

Is there any sufficient optimality conditions without constraints qualifications?

Modification of Standard LASSO Problem for $N$ Observations

Is the sum of square distance of three surfaces convex?

Prove that a cone is convex if and only if it is closed under addition.

Alternating Projection Convergence Proof

ADMM difficulty in finding active inequality constraints.

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