LINQS

STATISTICAL RELATIONAL LEARNING GROUP @ UMD



 

Friedman's publications with LINQS

Author: Title: Year:

Display:   Include master thesis, manuals...

10 publications
 
Publications in 2007
Graphical Models in a Nutshell   srlbook-ch2.pdf   [Bibtex]
Daphne Koller, Nir Friedman, Lise Getoor, Benjamin Taskar
An Introduction to Statistical Relational Learning, MIT Press - 2007
Probabilistic Relational Models   srlbook-ch5.pdf   [Bibtex]
Lise Getoor, Nir Friedman, Daphne Koller, Avi Pfeffer, Benjamin Taskar
An Introduction to Statistical Relational Learning, MIT Press - 2007
 
Publications in 2002
Learning Probabilistic Models of Link Structure   jmlr02.pdf   [Bibtex]
Lise Getoor, Nir Friedman, Daphne Koller, Benjamin Taskar
Journal of Machine Learning Research, Volume 3, page 679- -707 - 2002
Learning Structured Statistical Models from Relational Data     [Bibtex]
Lise Getoor, Nir Friedman, Daphne Koller
Electronic Transactions on Artificial Intelligence, Volume 6, Number section B - 2002
 
Publications in 2001
Learning Probabilistic Models of Relational Structure   icml01.ps icml01.pdf   [Bibtex]
Lise Getoor, Nir Friedman, Daphne Koller, Benjamin Taskar
Proceedings of International Conference on Machine Learning (ICML) - 2001
Learning Probabilistic Relational Models   lprm-ch.ps lprm-ch.pdf   [Bibtex]
Lise Getoor, Nir Friedman, Daphne Koller, Avi Pfeffer
Relational Data Mining, Springer-Verlag - 2001
 
Publications in 2000
From Instances to Classes in Probabilistic Relational Models     [Bibtex]
Lise Getoor, Daphne Koller, Nir Friedman
Proceedings of the ICML Workshop on Attribute-Value and Relational Learning: Crossing the Boundaries - 2000
Learning Probabilistic Relational Models with Structural Uncertainty     [Bibtex]
Lise Getoor, Daphne Koller, Benjamin Taskar, Nir Friedman
Proceedings of the AAAI Workshop on Learning Statistical Models from Relational Data - 2000
 
Publications in 1999
Efficient Learning Using Constrained Sufficient Statistics     [Bibtex]
Nir Friedman, Lise Getoor
Uncertainty99 - 1999
Learning Probabilistic Relational Models   ijcai99.ps icjai99.pdf   [Bibtex]
Nir Friedman, Lise Getoor, Daphne Koller, Avi Pfeffer
International Joint Conference on Arti cial Intelligence - 1999

10 publications