Adaptive Importance Sampling Via Auto-Regressive Generative Models and Gaussian Processes.
Hechuan WangMónica F. BugalloPetar M. DjuricPublished in: ICASSP (2021)
Keyphrases
- gaussian processes
- generative model
- gaussian process
- markov chain monte carlo
- bayesian framework
- probabilistic model
- hyperparameters
- approximate inference
- posterior distribution
- semi supervised
- em algorithm
- posterior probability
- prior knowledge
- conditional random fields
- multi task
- bayesian inference
- latent variables
- particle filtering
- computer vision
- topic models
- expectation maximization
- particle filter
- kalman filter
- higher order