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Extreme point of convex function

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#convex-analysis #convex-optimization #partial-derivative
47
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In need of a perspective function example with explicit math

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#convex-analysis #convex-optimization
40
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KKT conditions for a convex problem

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#convex-analysis #convex-optimization #nonlinear-optimization #lagrange-multiplier #karush-kuhn-tucker
30
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Trying to show that a piece-wise linear function can be represented as the point-wise max of a family of affine functions

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#convex-analysis #convex-optimization
197
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LASSO: Dual form problem.

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#optimization #convex-optimization #machine-learning #regression
73
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Sum of Quasiconvex Functions on Different Domains

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#optimization #convex-analysis #convex-optimization
2k
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Does gradient descent converge in convex optimization problems? If so, how?

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#convergence-divergence #optimization #convex-analysis #convex-optimization #machine-learning
49
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$J(u+v)=J(u)$ for J convex and homogeneous

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#real-analysis #optimization #convex-analysis #convex-optimization
181
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Equivalence of minimization problems for Lipschitz function

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#real-analysis #optimization #convex-optimization #nonlinear-optimization #lipschitz-functions
62
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Optimality Conditions for Linearly Constrained Problems

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#optimization #convex-optimization #nonlinear-optimization #karush-kuhn-tucker
281
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Convexity over the specified domain

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#optimization #convex-analysis #convex-optimization #nonlinear-optimization
156
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The existence of minimum two-variable function

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#calculus #optimization #convex-optimization #maxima-minima #coercive
53
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Methods for approximating the projection onto a unit $\ell^p$ ball

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#optimization #numerical-methods #convex-analysis #convex-optimization #projection
1.5k
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Prove that gradient descent is a contraction for strongly convex smooth functions

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#optimization #convex-analysis #convex-optimization #nonlinear-optimization
527
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scaling of a convex function

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#convex-analysis #convex-optimization #gradient-descent

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