'P burglary' presentation slideshows

528 views • 29 slides

Bayesian Reasoning

CMSC 471. Bayesian Reasoning. Chapter 13. Adapted from slides by Tim Finin and Marie desJardins. Outline. Probability theory Bayesian inference From the joint distribution Using independence/factoring From sources of evidence. Sources of uncertainty. Uncertain inputs Missing data

246 views • 19 slides

Bayesian Networks

Bayesian Networks. What is the likelihood of X given evidence E? i.e. P(X|E) = ?. Issues. Representational Power allows for unknown, uncertain information Inference Question: What is Probability of X if E is true. Processing: in general, exponential Acquisition or Learning

304 views • 16 slides