Geometry and Topology in Inference
video: https://vimeo.com/156713270 In the first part of the talk we state how geometry can be used for modeling mixtures of subspaces as well as analyzing online (stochastic) optimization algorithms. We introduce a Bayesian model for inferring mixtures of subspaces of different dimensions. The key challenge in such a model is …