Least Squares (08)
Michael L. Littman
February 9th, 1999
FUNCTION APPROXIMATION
Context
Differences
Example
Example Plot
Scores
Form of Function
Constant
Least Squares
Continuous Optimization
Derivative
POLYNOMIAL REGRESSION
Linear Function
Exact Answer
Least Squares for Linear Functions
Linear Fit
Better Fit
Going too Far
Vectors
SINGULAR VALUE DECOMPOSITION
SVD
Multiple Least Squares
Other Applications
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FUNCTION APPROXIMATION
