401-3611-00L Advanced Topics in Computational Statistics
Semester | Autumn Semester 2014 |
Lecturers | N. Meinshausen |
Periodicity | two-yearly recurring course |
Course | Does not take place this semester. |
Language of instruction | English |
Abstract | Regularization for regression and classification (kernel machines, complexity penalization); Graphical modeling; EM algorithm; Unsupervised learning and clustering algorithms |
Objective | Knowledge of various methods and algorithms for complex dataSupport vector machines and kernel methods for classification; |