Fully Bayesian estimation of virtual brain parameters with self-tuning Hamiltonian Monte Carlo.
Jayant JhaMeysam HashemiAnirudh Nihalani VattikondaHuifang E. WangViktor K. JirsaPublished in: Mach. Learn. Sci. Technol. (2022)
Keyphrases
- monte carlo
- bayesian estimation
- monte carlo methods
- markov chain
- adaptive sampling
- importance sampling
- monte carlo simulation
- markovian decision
- parameter estimation
- posterior distribution
- parameter values
- matrix inversion
- monte carlo tree search
- maximum likelihood
- particle filter
- feature selection
- expectation maximization
- point processes
- image processing