Inference in Statistical Relational AI

摘要

In recent years, a need for efficient inference algorithms on compact representations of large relational databases became apparent, e.g., machine learning or decision making. This need has lead to advances in probabilistic relational modelling for artificial intelligence, also known as statistical relational AI (StarAI). This tutorial provides a detailed introduction into exact inference in StarAI.