Learning Algorithms and Extracting Meaningful Features from Data
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Least-Square Fitting Procedure
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Different Interpolation Algorithms for Curve Fitting
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Gradient Descent for Optimization
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Efficient Polynomial Fitting via Lagrange Coefficients
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Linear Programming and Feasibility Regions
Balanced Truncation: Controllability and Observability
Constructing linear dynamical systems with balance between observables and controllability grammians.