Introduction to Machine Learning Provider: videolectures.net Language: English

Optimization in Learning and Data Analysis Provider: videolectures.net Language: English

Why Bayesian nonparametrics? Provider: videolectures.net Language: English

Bayesian Probabilistic Matrix Factorization using Markov Chain Monte Carlo Provider: videolectures.net Language: English

Well-known shortcomings, advantages and computational challenges in Bayesian modelling: a few case stories Provider: videolectures.net Language: English

Learning with Gaussian Processes Provider: videolectures.net Language: English

Modelling Transcriptional Regulation with Gaussian Processes Provider: videolectures.net Language: English

Introduction to Graphical Models for Data Mining Provider: videolectures.net Language: English

Dimensionality Reduction Provider: videolectures.net Language: English

A Survey of Model-Based Methods for Global Optimization Provider: videolectures.net Language: English