List questions from convex-optimization

Published on 12 Apr 2026 - 22:29

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How to understand a proposition of subgradient

Published on 12 Apr 2026 - 9:49

263

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Inversion of a matrix in a system of linear inequalities

Published on 13 Apr 2026 - 8:10

394

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Why is this function, related to SVM derivation, non-convex?

Published on 15 Apr 2026 - 20:44

100

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Is inequality $tr(A^{-1^T} B) tr(A^T B^{-1}) \leq constant$ correct?

Published on 25 Mar 2026 - 22:11

421

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Convergence analysis of gradient descent method

Published on 13 Apr 2026 - 10:56

86

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Constrainted optimization involving logarithms

Published on 09 Apr 2026 - 16:49

461

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Why is one of the KKT conditions the same as one of the constraints?

Published on 14 Apr 2026 - 18:45

57

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does constant convexity assures global minimum

Published on 08 Apr 2026 - 0:56

173

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Express $\|y\|_2 \leq t$ as a linear matrix inequality (LMI)

Published on 12 Apr 2026 - 8:00

140

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What is the interpretation of the following optimization problem?

Published on 10 Apr 2026 - 19:46

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Why is the constraint $\|w\| = 1$ non-convex?

Published on 13 Apr 2026 - 23:45

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Proof of Convergence for the Proximal Point Algorithm

Published on 10 Apr 2026 - 17:03

55

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Prove that $\int_{0 \le u \le 1,\Omega}g^2(x)udx$ in term of $u$ is convex

Published on 14 Apr 2026 - 2:28

362

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Hölder's inequality/Cauchy-Schwarz for Bregman Divergence?

Published on 16 Apr 2026 - 2:08

List Question

Calculating the distance function and projection

How to understand a proposition of subgradient

Inversion of a matrix in a system of linear inequalities

Why is this function, related to SVM derivation, non-convex?

Is inequality $tr(A^{-1^T} B) tr(A^T B^{-1}) \leq constant$ correct?

Convergence analysis of gradient descent method

Constrainted optimization involving logarithms

Why is one of the KKT conditions the same as one of the constraints?

does constant convexity assures global minimum

Express $\|y\|_2 \leq t$ as a linear matrix inequality (LMI)

What is the interpretation of the following optimization problem?

Why is the constraint $\|w\| = 1$ non-convex?

Proof of Convergence for the Proximal Point Algorithm

Prove that $\int_{0 \le u \le 1,\Omega}g^2(x)udx$ in term of $u$ is convex

Hölder's inequality/Cauchy-Schwarz for Bregman Divergence?

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