Supervision Resources for MLBI (CST II)

• MAP Learning Algorithm (Regression, Classification)
• Optimum Weight Vector for Ridge Regression and Iterated Reweighted Least Squares
• SVMs: KKT Conditions
• Bayesian interpretation of NNs (Matrix Inversion Lemma)