Reasoning with Probabilistic and Deterministic Graphical Models by Rina Dechter

Reasoning with Probabilistic and Deterministic Graphical Models by Rina Dechter

Graphical models (e.g., Bayesian and constraint networks, influence diagrams, and Markov decision processes) have become a central paradigm for knowledge representation and reasoning in both artificial intelligence and computer science in general.

Rina Dechters research centers on computational aspects of automated reasoning and knowledge representation including search, constraint processing, and probabilistic reasoning. She is a Chancellors Professor of Computer Science at the University of California, Irvine. She holds a Ph.D. from UCLA, an M.S. degree in applied mathematics from the Weizmann Institute, anda B.S. in mathematics and statistics from the Hebrew University in Jerusalem. She is the author of Constraint Processing published by Morgan Kaufmann (2003), and of Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms published by Morgan and Claypool (2013). She has co-authored close to 200 research papers and has served on the editorial boards of:Artificial Intelligence, the Constraint Journal, Journal of Artificial Intelligence Research (JAIR), and Journal of Machine Learning Research (JMLR). She is a Fellow of the American Association of Artificial Intelligence since 1994, was a Radcliffe Fellow during 2005-2006, received the 2007 Association of Constraint Programming (ACP) Research Excellence Award, and became an ACM Fellow in 2013. She was a Co-Editor-in-Chief of Artificial Intelligence from 2011 to 2018 and is the conference chair-elect for IJCAI-2022.

SKU	Unavailable
ISBN 13	9783031004551
ISBN 10	3031004558
Title	Reasoning with Probabilistic and Deterministic Graphical Models
Author	Rina Dechter
Series	Synthesis Lectures On Artificial Intelligence And Machine Learning
Condition	Unavailable
Binding Type	Paperback
Publisher	Springer International Publishing AG
Year published	2019-02-14
Number of pages	185
Cover note	Book picture is for illustrative purposes only, actual binding, cover or edition may vary.