A Bayesian Approach to Occupancy Mapping with Uncertain Inputs Provider: videolectures.net Language: English

A Tour of Modern "Image Processing" Provider: videolectures.net Language: English

Approximate Inference Provider: videolectures.net Language: English

Unifying Divergence Minimization and Statistical Inference via Convex Duality Provider: videolectures.net Language: English

Sparse Multi-output Gaussian Processes Provider: videolectures.net Language: English

Learning Vector Fields with Spectral Filtering Provider: videolectures.net Language: English

Normalized kernel-weighted random measures Provider: videolectures.net Language: English

Machine Learning in Computational Biology (the frequentist approach) Provider: videolectures.net Language: English

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

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