401-3611-00L  Advanced Topics in Computational Statistics

SemesterAutumn Semester 2014
LecturersN. Meinshausen
Periodicitytwo-yearly recurring course
CourseDoes not take place this semester.
Language of instructionEnglish


AbstractRegularization for regression and classification (kernel machines, complexity penalization);
Graphical modeling;
EM algorithm;
Unsupervised learning and clustering algorithms
ObjectiveKnowledge of various methods and algorithms for complex dataSupport vector machines and kernel methods for classification;