Convex Analysis and Optimization Provider: mit opencourseware Language: English

Optimization in Machine Learning: Recent Developments and Current Challenges Provider: videolectures.net Language: English

Dynamic Programming and Stochastic Control Provider: mit opencourseware Language: English

Markov Chain Monte Carlo Methods Provider: videolectures.net Language: English

On Recent Trends in Extremely Large-Scale Convex Optimization Provider: videolectures.net Language: English

Statistical Learning Theory and Applications Provider: mit opencourseware Language: English

Information Retrieval Provider: videolectures.net Language: English

Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret Provider: videolectures.net Language: English

Rank Minimization via Online Learning Provider: videolectures.net Language: English

Microeconomic Theory IV Provider: mit opencourseware Language: English