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How do we know logistic loss is a non convex and log of logistic loss in convex?

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#optimization #convex-optimization #partial-derivative #machine-learning #logistic-regression
179
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Global maximum of Lagrangian vs global maximum of unconstrained function

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#optimization #convex-optimization #lagrange-multiplier #quadratic-programming
359
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Why the solution does not converge in this optimization problem?

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#optimization #convex-optimization #nonlinear-optimization #numerical-optimization #gradient-descent
582
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Semi-definite programming, and bound on the trace distance

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#matrices #convex-optimization #positive-semidefinite #semidefinite-programming #nuclear-norm
195
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Understanding the maximum theorem. Continuity of convex optimization problem with parameterized constraints.

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#continuity #convex-optimization #maxima-minima
262
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What is the arithmetic cost (computational complexity) of an SDP with nonlinear matrix inequality constraint

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#convex-analysis #convex-optimization #computational-complexity #numerical-optimization #semidefinite-programming
66
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Approximation Methods for non-convex functions of three variables?

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#convex-optimization #linear-approximation
41
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Regularity of solutions to a quadratic program?

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#optimization #convex-optimization #quadratic-programming #regularization
53
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Shouldn't this be a basic feasible solution

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#optimization #convex-optimization #linear-programming #operations-research
377
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Closed-form value for $\min_{x^T\Sigma x \le 1}\|x\|_1 - x^Ta$

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#real-analysis #convex-analysis #convex-optimization
966
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Linear Programing: Set binary variable 1, if two variables are not equal

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#optimization #linear-transformations #convex-optimization #linear-programming
46
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$f(x+h)=f(x)+\int_0^1(Df(x+r h)h dr)$?

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#integration #convex-optimization #approximation #intuition
35
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Which functions to use to test Frank-Wolfe algorithm?

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#optimization #convex-optimization
205
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Add new contraints and keep convex optimization avoiding binary variables

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#optimization #convex-optimization
39
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Find whether multivariate function might have saddle point

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#real-analysis #multivariable-calculus #hilbert-spaces #convex-optimization

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