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An Introduction to Lifted Probabilistic Inference (The MIT Press)

Posted By: yoyoloit
An Introduction to Lifted Probabilistic Inference (The MIT Press)

An Introduction to Lifted Probabilistic Inference
by David Poole;Guy Van den Broeck;Kristian Kersting;Sriraam Natarajan;, Kristian Kersting, Sriraam Natarajan, David Poole

English | 2021 | ISBN: 0262542595 | 630 pages | True EPUB | 15.94 MB

Probabilistic Inference and Statistical Methods in Network Analysis

Posted By: yoyoloit
Probabilistic Inference and Statistical Methods in Network Analysis

Probabilistic Inference and Statistical Methods in Network Analysis
by Olga Moreira;

English | 2019 | ISBN: 1773615556 | 501 pages | True PDF | 87.9 MB

Probabilistic Graphical Models: Principles and Applications, Second Edition

Posted By: AvaxGenius
Probabilistic Graphical Models: Principles and Applications, Second Edition

Probabilistic Graphical Models: Principles and Applications, Second Edition by Luis Enrique Sucar
English | PDF | 2021 | 370 Pages | ISBN : 3030619427 | 11.7 MB

This fully updated new edition of a uniquely accessible textbook/reference provides a general introduction to probabilistic graphical models (PGMs) from an engineering perspective. It features new material on partially observable Markov decision processes, graphical models, and deep learning, as well as an even greater number of exercises.