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Lise Getoor

Lise Getoor is Assistant Professor in the Department of Computer Science at the University of Maryland.

Titles by This Editor

Edited by Lise Getoor and Ben Taskar

Handling inherent uncertainty and exploiting compositional structure are fundamental to understanding and designing large-scale systems. Statistical relational learning builds on ideas from probability theory and statistics to address uncertainty while incorporating tools from logic, databases and programming languages to represent structure. In Introduction to Statistical Relational Learning, leading researchers in this emerging area of machine learning describe current formalisms, models, and algorithms that enable effective and robust reasoning about richly structured systems and data.