Universal Approximation for Log-concave Distributions using Well-conditioned Normalizing Flows.
Holden LeeChirag PabbarajuAnish SevekariAndrej RisteskiPublished in: CoRR (2021)
Keyphrases
- probability distribution
- approximation error
- approximation algorithms
- closed form
- databases
- exponential distributions
- multi valued
- standard deviation
- random variables
- kullback leibler divergence
- approximation methods
- probabilistic model
- error bounds
- training data
- case study
- queueing networks
- learning algorithm
- relative error
- information retrieval
- probability mass
- database
- hypervolume indicator