Bayesian field theory (Topical Term)

Work cat.: 2002073958: Bayesian field theory, 2002: CIP abstr. ( ... stands for a nonparametric Bayesian approach to learning from observational data based on the principles of Bayesian statistics; a particular field theory is a combination of 2 models--a likelihood model providing a probabilistic description of the measurement process for the observational (training) data, characterizing the area for which application of the theory is intended, and a prior model, providing the information which is necessary to generalize from training to non-training data)

NECResearchIndex, July 12, 2002 (Bayesian field theory)