The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions.
Feras A. SaadCameron E. FreerMartin C. RinardVikash K. MansinghkaPublished in: CoRR (2020)
Keyphrases
- probability distribution
- posterior distribution
- random variables
- sequential monte carlo
- decision trees
- gibbs sampler
- markov chain
- monte carlo
- probability density function
- conditional probabilities
- real time
- discrete geometry
- computational geometry
- finite number
- discrete data
- discrete space
- discrete version
- continuous data
- marginal distributions
- markov chain monte carlo
- normal distribution
- image sequences
- machine learning
- neural network