Contraction of Markovian Operators in Orlicz Spaces and Error Bounds for Markov Chain Monte Carlo (Extended Abstract).
Amedeo Roberto EspositoMarco MondelliPublished in: COLT (2024)
Keyphrases
- extended abstract
- error bounds
- markov chain monte carlo
- markov chain
- posterior distribution
- parameter estimation
- approximate inference
- particle filter
- generative model
- worst case
- bayesian inference
- markov chain monte carlo sampling
- monte carlo
- theoretical analysis
- posterior probability
- particle filtering
- simulated annealing
- probabilistic inference
- data association
- graphical models
- probability distribution
- state space