Unbiasing Enhanced Sampling on a High-dimensional Free Energy Surface with Deep Generative Model.
Yikai LiuTushar K. GhoshGuang LinMing ChenPublished in: CoRR (2023)
Keyphrases
- generative model
- free energy
- high dimensional
- markov chain monte carlo
- probabilistic model
- parameter space
- belief propagation
- posterior distribution
- bayesian framework
- fixed point
- prior knowledge
- posterior probability
- upper bound
- competitive learning
- topic models
- approximate inference
- dimensionality reduction
- low dimensional
- data points
- conditional random fields
- em algorithm
- latent dirichlet allocation
- d objects
- sample size
- random sampling
- latent variables
- bayesian networks
- active learning
- lower bound
- feature space