Multimodal Bayesian registration of noisy functions using Hamiltonian Monte Carlo.
J. Derek TuckerLyndsay ShandKenny ChowdharyPublished in: Comput. Stat. Data Anal. (2021)
Keyphrases
- monte carlo
- monte carlo methods
- markov chain
- importance sampling
- monte carlo simulation
- adaptive sampling
- image registration
- variance reduction
- markov chain monte carlo
- simulation study
- monte carlo method
- particle filter
- markovian decision
- stochastic approximation
- bayesian networks
- bayesian inference
- matrix inversion
- bayesian learning
- posterior distribution
- maximum likelihood
- state space
- monte carlo tree search
- learning algorithm
- point processes
- machine learning