Part 1. Introducing probabilistic programming. 1. Probabilistic programming in a nutshell -- 2. A quick Figaro tutorial -- 3. Creating a probabilistic programming application -- 4. Probabilistic models and probabilistic programs -- 5. Modeling dependencies with Bayesian and Mark…
A core problem in Artificial Intelligence is the modeling of human reasoning. Classic-logical approaches are too rigid for this task, as deductive inference yielding logically correct results is not appropriate in situations where conclusions must be drawn based on the incomplet…
by Olken, Frank, Palmirani, Monica, Sottara, Davide, RuleML, Barcelona; Fort Lauderdale, Fla, International Symposium on Rules: Research-Based and Industry-Focused, Ft. Lauderdale, Fla.), RuleML, Ft. Lauderdale, Fla.)
fromLecture Notes in Computer Science
