Posterior sampling
12 methods in the atlas attack this one problem. They are rivals: each wins something the others do not.
Phrasings that mean this problem
Posterior samplingMCMC samplingMultimodal samplingExact sampling
machine-learning
- Gibbs samplingCoordinate-wise conditional drawscanonfull lesson ▸machine-learning
- Metropolis-HastingsProposal acceptance ratiocanonfull lesson ▸machine-learning
- Hamiltonian Monte CarloLeapfrog trajectoriesstandardmachine-learning
- No-U-Turn samplerTrajectory-length auto-tuningstandardmachine-learning
stochastic-simulation
- Markov chain Monte CarloMetropolis-Hastingscanonstochastic-simulation
- Gibbs samplingFull-conditional drawscanonstochastic-simulation
- Slice samplingstandalonestandardstochastic-simulation
- Hamiltonian Monte CarloLeapfrog dynamicsstandardstochastic-simulation
- Metropolis-adjusted LangevinGradient-informed proposalsspecialiststochastic-simulation
- Parallel temperingTemperature-swap chainsspecialiststochastic-simulation
- Simulated temperingstandalonespecialiststochastic-simulation
- Coupling from the paststandalonespecialiststochastic-simulation