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Equality on sum of squares constraint

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#optimization #convex-optimization #nonlinear-optimization #sums-of-squares #non-convex-optimization
42
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Lagrangian (Convex Optimization)

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#convex-optimization
68
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Does convexification preserve Lipschitz continuity?

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#convex-analysis #convex-optimization #lipschitz-functions
272
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Sensitivity of geometric median to moving one point

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#geometry #statistics #convex-optimization
137
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Polytope in $\mathbb{R}^{m}$ such that every point is a convex combination of at most $\ell< m$ vertices

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#convex-analysis #convex-optimization #linear-programming #convex-geometry #polyhedra
211
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Is there a way to solve the Bellman equation in a discrete and finite period, where the state variables are continuous?

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#optimization #convex-optimization #dynamic-programming #nonlinear-dynamics
247
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The function $-\log x$ is a convex function, but its minimum only exists at infinity. How is this possible?

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#calculus #optimization #convex-optimization
897
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Intuitive examples satisfying Restricted Strong Convexity

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#convex-analysis #convex-optimization
282
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Dual of a SDP primal with an extra constraint

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#optimization #convex-optimization #duality-theorems #semidefinite-programming
214
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Multiplicative inverse (or reciprocal) of a convex function

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#convex-analysis #convex-optimization #inverse
345
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Intuition behind smooth convex function enjoy better faster optimization convergence rate

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#optimization #convex-analysis #convex-optimization #nonlinear-optimization
85
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Proving that g is coercive and strictly convex

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#convex-optimization #nonlinear-optimization #coercive
59
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$l^\infty$-minimization with one parameter - explicit solution formula available?

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#convex-analysis #convex-optimization #linear-programming
243
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Following a proof of Caratheodory characterization theorem

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#geometry #convex-optimization #linear-programming #convex-geometry
199
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About the gradient descent update rule

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#convex-optimization #gradient-descent

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