LINQS

STATISTICAL RELATIONAL LEARNING GROUP @ UMD



 

Broecheler's publications with LINQS

Author: Title: Year:

Display:   Include master thesis, manuals...

6 publications
 
Publications in 2012
A Short Introduction to Probabilistic Soft Logic   psl_pp12.pdf   [Bibtex]
Angelika Kimmig, Stephen H. Bach, Matthias Broecheler, Bert Huang, Lise Getoor
NIPS Workshop on Probabilistic Programming: Foundations and Applications - 2012
Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization   bach-nips12.pdf   [Bibtex]
Stephen H. Bach, Matthias Broecheler, Lise Getoor, Dianne P. O'Leary
Advances in Neural Information Processing Systems (NIPS), page 2663--2671 - 2012
 
Publications in 2010
Computing marginal distributions over continuous Markov networks for statistical relational learning   broecheler-nips10.pdf   [Bibtex]
Matthias Broecheler, Lise Getoor
Advances in Neural Information Processing Systems (NIPS) - 2010
Decision-Driven Models with Probabilistic Soft Logic   bach-pmpm10.pdf   [Bibtex]
Stephen H. Bach, Matthias Broecheler, Stanley Kok, Lise Getoor
NIPS Workshop on Predictive Models in Personalized Medicine - 2010
Probabilistic Similarity Logic   broecheler-uai10.pdf   [Bibtex]
Matthias Broecheler, Lilyana Mihalkova, Lise Getoor
Conference on Uncertainty in Artificial Intelligence - 2010
 
Publications in 2009
Probabilistic Similarity Logic   broecheler-srl09.pdf   [Bibtex]
Matthias Broecheler, Lise Getoor
International Workshop on Statistical Relational Learning (SRL'09) - 2009

6 publications