Marginal Bayesian Bhattacharyya Bounds for Discrete-Time Filtering.
Carsten FritscheUmut OrgunerEmre ÖzkanFredrik GustafssonPublished in: ICASSP (2018)
Keyphrases
- pac bayesian
- upper bound
- distance measure
- bayesian networks
- markov chain
- upper and lower bounds
- information filtering
- lower and upper bounds
- filtering algorithm
- gaussian processes
- bayesian inference
- probability distribution
- error bounds
- maximum likelihood
- bayesian learning
- lower bound
- bayesian estimation
- posterior probability
- posterior distribution
- worst case
- bayesian decision
- confidence bounds
- bayesian filtering
- kullback leibler
- centroid neural network
- neural network
- distribution free
- markov processes
- adaptive filtering
- image filtering
- filtering method
- vc dimension