2 papers
math.ST2008★ 6 cited
Nonparametric Bayesian model selection and averaging
Subhashis Ghosal, Jüri Lember, Aad van der Vaart
We consider nonparametric Bayesian estimation of a probability density based on a random sample of size from this density using a hierarchical prior. The prior consists, fo…
math.ST2007★ 1 cited
Infinite Viterbi alignments in the two state hidden Markov models
J. Lember, A. Koloydenko
Since the early days of digital communication, Hidden Markov Models (HMMs) have now been routinely used in speech recognition, processing of natural languages, images, and in bioin…