DeepBayes - an estimator for parameter estimation in stochastic nonlinear dynamical models.
Anubhab GhoshMohamed Rasheed AbdalmoatySaikat ChatterjeeHåkan HjalmarssonPublished in: CoRR (2022)
Keyphrases
- parameter estimation
- dynamical models
- statistical models
- maximum likelihood
- least squares
- dynamical model
- dynamical systems
- em algorithm
- markov random field
- model selection
- random fields
- gaussian process
- visual tracking
- maximum a posteriori
- human motion
- approximate inference
- expectation maximization
- optical flow
- video sequences
- importance sampling
- posterior distribution
- autoregressive
- image processing
- particle filter
- image sequences
- computer vision
- hyperparameters
- motion parameters
- machine learning
- reinforcement learning