High-Dimensional Statistics Provider: mit opencourseware Language: English

From Trees to Forests and Rule Sets - A Unified Overview of Ensemble Methods Provider: videolectures.net Language: English

Econometrics Provider: mit opencourseware Language: English

The prediction error in functional regression Provider: videolectures.net Language: English

The Regularization Frontier in Machine Learning Provider: videolectures.net Language: English

Optimal aggregation of affine estimators Provider: videolectures.net Language: English

An Overview of Compressed Sensing and Sparse Signal Recovery via L1 Minimization Provider: videolectures.net Language: English

Information Theory Provider: mit opencourseware Language: English

Seeking Interpretable Models for High Dimensional Data Provider: videolectures.net Language: English

High-Dimensional Non-Linear Variable Selection through Hierarchical Kernel Learning Provider: videolectures.net Language: English