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Book Chapter

Dynamic Structured Model Selection

By Sebastian Nowozin, David Weiss, Peter V. Gehler, Ben Taskar, Jeremy Jancsary ...
Series: Neural Information Processing series
Publisher: The MIT Press
Published: 21 November 2014
DOI: 10.7551/mitpress/9969.003.0015
EISBN: 9780262322959
PDF
Book Chapter

Logic-based Formalisms for Statistical Relational Learning

By Lise Getoor, James Cussens, Ben Taskar
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0011
EISBN: 9780262256230
PDF
Book Chapter

Bayesian Logic Programming: Theory and Tool

By Lise Getoor, Kristian Kersting, Ben Taskar, Luc de Raedt
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0012
EISBN: 9780262256230
PDF
Book Chapter

Stochastic Logic Programs: A Tutorial

By Lise Getoor, Stephen Muggleton, Ben Taskar, Niels Pahlavi
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0013
EISBN: 9780262256230
PDF
Book Chapter

Markov Logic: A Unifying Framework for Statistical Relational Learning

By Lise Getoor, Pedro Domingos, Ben Taskar, Matthew Richardson
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0014
EISBN: 9780262256230
PDF
Book Chapter

BLOG: Probabilistic Models with Unknown Objects

By Lise Getoor, Brian Milch, Ben Taskar, Bhaskara Marthi, Stuart Russell ...
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0015
EISBN: 9780262256230
PDF
Book Chapter

The Design and Implementation of IBAL: A General-Purpose Probabilistic Language

By Lise Getoor, Avi Pfeffer, Ben Taskar
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0016
EISBN: 9780262256230
PDF
Book Chapter

Lifted First-Order Probabilistic Inference

By Lise Getoor, Rodrigo de Salvo Braz, Ben Taskar, Eyal Amir, Dan Roth
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0017
EISBN: 9780262256230
PDF
Book Chapter

Feature Generation and Selection in Multi-Relational Statistical Learning

By Lise Getoor, Alexandrin Popescul, Ben Taskar, Lyle H. Ungar
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0018
EISBN: 9780262256230
PDF
Book Chapter

Learning a New View of a Database: With an Application in Mammography

By Lise Getoor, Jesse Davis, Ben Taskar, Elizabeth Burnside, Inês Dutra ...
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0019
EISBN: 9780262256230
PDF
Book Chapter

Reinforcement Learning in Relational Domains: A Policy-Language Approach

By Lise Getoor, Alan Fern, Ben Taskar, SungWook Yoon, Robert Givan
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0020
EISBN: 9780262256230
PDF
Book Chapter

Statistical Relational Learning for Natural Language Information Extraction

By Lise Getoor, Razvan C. Bunescu, Ben Taskar, Raymond J. Mooney
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0021
EISBN: 9780262256230
PDF
Book Chapter

Global Inference for Entity and Relation Identification via a Linear Programming Formulation

By Lise Getoor, Dan Roth, Ben Taskar, Wen-tau Yih
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0022
EISBN: 9780262256230
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Book Chapter

Contributors

By Lise Getoor, Ben Taskar
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0023
EISBN: 9780262256230
PDF
Book Chapter

Index

By Lise Getoor, Ben Taskar
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0024
EISBN: 9780262256230
PDF
Book Chapter

[ Front Matter ]

By Lise Getoor, Ben Taskar
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0025
EISBN: 9780262256230
PDF
Book Chapter

Series Foreword

By Lise Getoor, Thomas Dietterich, Ben Taskar
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0001
EISBN: 9780262256230
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Book Chapter

Preface

By Lise Getoor, Ben Taskar
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0002
EISBN: 9780262256230
PDF
Book Chapter

Introduction

By Lise Getoor, Lise Getoor, Ben Taskar, Ben Taskar
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0003
EISBN: 9780262256230
PDF
Book Chapter

Graphical Models in a Nutshell

By Lise Getoor, Daphne Koller, Ben Taskar, Nir Friedman, Lise Getoor ...
Series: Adaptive Computation and Machine Learning series
Publisher: The MIT Press
Published: 31 August 2007
DOI: 10.7551/mitpress/7432.003.0004
EISBN: 9780262256230
PDF