17  Least Squares

Underdetermined and overdetermined systems Standard approaches (QR, NE, SVD) Augmented system formulation Alternate norms, continuous least squares and associated factorizations Regularization (Tikhonov, truncated SVD, implicit regularization via iteration) Sketching Leverage scores Sparsity vs incoherence Bayesian least squares Cross-validation, GCV, etc