Emerging use-cases like smart manufacturing and smart cities pose challe...
We present the elliptical processes-a new family of stochastic processes...
Computational auditory scene analysis is gaining interest in the last ye...
Variational inference (VI) is a widely used framework in Bayesian estima...
Like most learning algorithms, the multilayer perceptrons (MLP) is desig...
We propose a multiresolution Gaussian process (GP) model which assumes
c...