Approximate Bayesian Inference for Reconstructing Velocities of Migrating Birds from Weather Radar.
Daniel R. SheldonAndrew FarnsworthJed IrvineBenjamin Van DorenKevin F. WebbThomas G. DietterichSteve KellingPublished in: AAAI (2013)
Keyphrases
- bayesian inference
- weather data
- expectation propagation
- probabilistic model
- prior information
- statistical inference
- hyperparameters
- hierarchical bayesian
- variational inference
- bayesian model
- gibbs sampler
- probabilistic modeling
- markov chain monte carlo
- particle filter
- variational bayes
- weighted model counting
- image sequences
- prior distribution
- hidden variables
- parameter estimation
- optical flow