Sampling from manifold-restricted distributions using tangent bundle projections.
Alvin J. K. ChuaPublished in: Stat. Comput. (2020)
Keyphrases
- tangent space
- parameter space
- random sampling
- random variables
- probability distribution
- monte carlo
- three dimensional
- highly skewed
- low dimensional
- sampling algorithm
- kullback leibler divergence
- iterative algorithms
- sampling strategy
- tomographic reconstruction
- high dimensional
- manifold learning
- mixture model
- neural network
- exponential family
- lie group
- fisher information
- discrete tomography
- data points
- tangent plane