LINQS

STATISTICAL RELATIONAL LEARNING GROUP @ UMD



 

LINQS publications

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Display the complete list (201 publications)
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Publications in 2013
A Flexible Framework for Probabilistic Models of Social Trust   huang-sbp13-lncs-proof.pdf   [Bibtex]
Bert Huang, Angelika Kimmig, Lise Getoor, Jennifer Golbeck
The 2013 International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP 2013) - 2013
Collective Activity Detection using Hinge-loss Markov Random Fields     [Bibtex]
Ben London, Sameh Khamis, Stephen H. Bach, Bert Huang, Lise Getoor, Larry Davis
CVPR Workshop on Structured Prediction: Tractability, Learning and Inference - 2013
Collective Stability in Structured Prediction: Generalization from One Example   london-icml13-long.pdf   [Bibtex]
Ben London, Bert Huang, Benjamin Taskar, Lise Getoor
Proceedings of the 30th International Conference on Machine Learning (ICML-13) - 2013
Empirical Analysis of Collective Stability     [Bibtex]
Bert Huang, Ben London, Benjamin Taskar, Lise Getoor
ICML Workshop on Structured Learning (SLG) - 2013
Graph-based Generalization Bounds for Learning Binary Relations   br_risk_bounds.pdf   [Bibtex]
Ben London, Bert Huang, Lise Getoor
Technical Report , University of Maryland College Park - 2013
Note: http://arxiv.org/abs/1302.5348  
GrDB: A System for Declarative and Interactive Analysis of Noisy Information Networks     [Bibtex]
Walaa Eldin Moustafa, Hui Miao, Amol Deshpande, Lise Getoor
ACM SIGMOD Conference - 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
LA-LDA: A Limited Attention Topic Model for Social Recommendation   kang-sbp13.pdf   [Bibtex]
Jeonhyung Kang, Kristina Lerman, Lise Getoor
The 2013 International Conference on Social Computing, Behavioral-Cultural Modeling, & Prediction (SBP 2013) - 2013
Multi-relational Learning Using Weighted Tensor Decomposition with Modular Loss   mrwtd.pdf   [Bibtex]
Ben London, Theodoros Rekatsinas, Bert Huang, Lise Getoor
Technical Report , University of Maryland College Park - 2013
Note: http://arxiv.org/abs/1303.1733  
 
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
Ego-centric Graph Pattern Census   moustafaicde.pdf   [Bibtex]
Walaa Eldin Moustafa, Amol Deshpande, Lise Getoor
International Conference on Data Engineering (ICDE) - 2012
Entity Resolution for Social Network Analysis and Mining     [Bibtex]
Lise Getoor, Ashwin Machanavajjhala
IEEE ACM International Conference on Advances in Social Networks Analysis and Mining - 2012
Note: URL: http://www.cs.umd.edu/~getoor/Tutorials/ER_ASONAM2012.pdf  
Entity Resolution: Theory, Practice & Open Challenges   p2018_lisegetoor_vldb2012.pdf   [Bibtex]
Lise Getoor, Ashwin Machanavajjhala
International Conference on Very Large Data Bases - 2012
Note: Slides: http://www.cs.umd.edu/~getoor/Tutorials/ER_VLDB2012.pdf  
Entity Resolution: Theory, Practice, and Open Challenges     [Bibtex]
Lise Getoor, Ashwin Machanavajjhala
AAAI Conference on Artificial Intelligence - 2012
Note: URL: http://www.cs.umd.edu/projects/linqs/Tutorials/ER-AAAI12/Home.html  
Finding Prominent Actors in Dynamic Affiliation Networks   105-204-1-SM.pdf   [Bibtex]
Hossam Sharara, Lisa Singh, Lise Getoor
Human Journal - 2012
Note: Best Paper Award in ASE Conference 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
Improved Generalization Bounds for Large-scale Structured Prediction   london-nips12ws.pdf   [Bibtex]
Ben London, Bert Huang, Lise Getoor
NIPS Workshop on Algorithmic and Statistical Approaches for Large Social Networks - 2012
Large-Scale Hierarchical Topic Models   pujara_biglearn12.pdf   [Bibtex]
Jay Pujara, Peter Skomoroch
NIPS Workshop on Big Learning - 2012
Local Structure and Determinism in Probabilistic Databases   sigmod_AAC2012.pdf   [Bibtex]
Theodoros Rekatsinas, Amol Deshpande, Lise Getoor
ACM SIGMOD Conference - 2012
Multi-relational Weighted Tensor Decomposition   london-nips12ws-mrwtd.pdf   [Bibtex]
Ben London, Theodoros Rekatsinas, Bert Huang, Lise Getoor
NIPS Workshop on Spectral Learning - 2012

Display the complete list (201 publications)
1   2   3   4   5   6   7   8   9   10   11     »