Probabilistic Inference Using Markov Chain Monte Carlo Methods

@inproceedings{Neal1993ProbabilisticIU,
  title={Probabilistic Inference Using Markov Chain Monte Carlo Methods},
  author={Radford M. Neal},
  year={1993}
}
Probabilistic inference is an attractive approach to uncertain reasoning and empirical learning in arti cial intelligence. Computational di culties arise, however, because probabilistic models with the necessary realism and exibility lead to complex distributions over high-dimensional spaces. Related problems in other elds have been tackled using Monte… CONTINUE READING