LINQS

STATISTICAL RELATIONAL LEARNING GROUP @ UMD



 

Bach's publications with LINQS

Author: Title: Year:

Display:   Include master thesis, manuals...

6 publications
 
Publications in 2013
Hinge-loss Markov Random Fields: Convex Inference for Structured Prediction     [Bibtex]
Stephen H. Bach, Bert Huang, Ben London, Lise Getoor
Uncertainty in Artificial Intelligence - 2013
 
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
Graph Summarization in Annotated Data Using Probabilistic Soft Logic   mrc_iswc12_ws.pdf   [Bibtex]
Alex Memory, Angelika Kimmig, Stephen H. Bach, Louiqa Raschid, Lise Getoor
Proceedings of the International Workshop on Uncertainty Reasoning for the Semantic Web (URSW) - 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
Social Group Modeling with Probabilistic Soft Logic   huang-social2012.pdf   [Bibtex]
Bert Huang, Stephen H. Bach, Eric Norris, Jay Pujara, Lise Getoor
NIPS 2012 Workshop - Social Network and Social Media Analysis: Methods, Models, and Applications - 2012
 
Publications in 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

6 publications