We show that the global minimum solution of ||A - BXC|| can be found in closed form with singular value decompositions and generalized singular value decompositions for a variety of constraints on …
We introduce a Bayesian model for inferring mixtures of subspaces of different dimensions. The model allows flexible and efficient learning of a density supported in an ambient space which in fact …
This is an elementary introduction to the Hodge Laplacian on a graph, a higher-order generalization of the graph Laplacian. We will discuss basic properties including cohomology and Hodge theory. T…