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Convergence rate of Gradient Descent

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#optimization #convex-optimization #gradient-descent
41
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Let $S$ be a set of ordered vectors. Find $\min_{x \in S} \| y-x\|$. Find closest ordered vector.

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#geometry #optimization #euclidean-geometry
228
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Matrix equation & integer programming

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#matrices #optimization #integer-programming
584
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Lagrangian method for a silmple linear programming

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#optimization #convex-optimization #linear-programming #lagrange-multiplier
625
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Equivalent formulation of LASSO?

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#optimization #linear-regression
44
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Distance from a point to a curve

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#optimization #nonlinear-optimization #hausdorff-distance
65
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Constrained Optimization Insights

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#multivariable-calculus #optimization #economics #symmetry #constraints
47
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Find minimum of $\frac{x^2}{2}+x-\lambda x$ when $x \geq 1, \ \lambda \geq 0$

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#functions #optimization #convex-optimization
36
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Promote the Orthogonality between Rows of Matrix $ S $

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#optimization #convex-optimization
582
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Finding the minimum and maximum values of a function over a boundary of a compact set.

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#multivariable-calculus #optimization #lagrange-multiplier
262
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multi equation - optimization problem ( known answer, need step by step solution)

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#multivariable-calculus #optimization
2.1k
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How to handle optimization problems when optimization variable is matrix?

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#optimization #convex-optimization #karush-kuhn-tucker
135
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How relevant are theoretical convex optimization convergence rates in practice, when parameters are unknown and function may be nonconvex?

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#optimization #convex-optimization #gradient-descent #non-convex-optimization
489
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Finding Nash Equilibrium using Linear Program with strategy constraints

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#optimization #linear-programming #game-theory #nash-equilibrium
64
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Maximize $(h_1i_1+h_2i_2...h_ni_n)*(p_1i_1+p_2i_2...p_ni_n)$ subject to $c_1i_1+c_2i_2...c_ni_n \le B $

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#optimization #computer-science

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