Large-Scale Learning and Inference: What We Have Learned with Markov Logic Networks Provider: videolectures.net Language: English

On the Quantitative Analysis of Deep Belief Networks Provider: videolectures.net Language: English

Building Machines that Imagine and Reason: Principles and Applications of Deep Generative Models Provider: videolectures.net Language: English

Data-Dependent Geometries and Structures: Analyses and Algorithms for Machine Learning Provider: videolectures.net Language: English

Convex Analysis and Optimization Provider: mit opencourseware Language: English

Bayesian Methods Provider: videolectures.net Language: English

Activation and control of extreme trajectories in network dynamics Provider: videolectures.net Language: English

Electromechanical Dynamics Provider: mit opencourseware Language: English

Making centralized (graph) computation faster, distributed and (at times) better Provider: videolectures.net Language: English

Principles of Digital Communication II Provider: mit opencourseware Language: English