**Regularization**

- Regularization (mathematics) – Wikipedia
- regularization – Google Scholar
- regularization – Google Search

- Plan of Class 4
- EVGENIOU, Theodoros, et al., Regularization and statistical learning theory for data analysis
- EVGENIOU, Theodoros, Massimiliano PONTIL and Tomaso POGGIO, A unified framework for Regularization Networks and Support Vector Machines

Evgeniou, Pontil and Poggio - GIROSI, Federico, Michael JONES and Tomaso POGGIO, Priors, Stabilizers and Basis Functions: from regularization to radial, tensor and additive splines
- JAAKKOLA, Tommi S. and David HAUSSLER, Probabilistic kernel regression models
- Chapter 3 Regularization Framework
- M?U?LLER, K.-R., et al., Predicting Time Series with Support Vector Machines
- WILLIAMSON, Robert C., Alex J. SMOLA and Bernhard SCH?O?LKOPF, Generalization Performance of Regularization Networks and Support Vector Machines
*via*Entropy Numbers of Compact Operators

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