Computational Optimization

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Computational Optimization

Computational Optimization
Basics
QR Factorization
Regularization
Gradients
Nonlinear Least-Squares
Gradient Descent
Descent Methods
Scaled Descent
Cholesky Factorization
Linear Constraints
Convex Set
Convex Functions
Global Optimal of Convex Optimization
Optimality for Convex Optimization
Projection Onto Convex Sets
Stochastic Gradient Descent (SGD)

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Descent Methods

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