The Fast Loaded Dice Roller: A Near-Optimal Exact Sampler for Discrete Probability Distributions.
Feras SaadCameron E. FreerMartin RinardVikash MansinghkaPublished in: AISTATS (2020)
Keyphrases
- probability distribution
- posterior distribution
- random variables
- markov chain monte carlo
- markov chain
- databases
- sequential monte carlo
- monte carlo
- discrete geometry
- discrete space
- belief networks
- conditional probabilities
- bayesian networks
- machine learning
- database
- posterior probability
- support vector
- information systems
- information retrieval
- gibbs sampler
- neural network
- discrete version