Probabilistic Models for Scalable Knowledge Graph Construction. Jay Pujara. PhD Thesis from University of Maryland, College Park. Published 2016. Commitee: Lise Getoor, Hector Corrada Bravo, William Cohen, Hal Daume III, Philip Resnik. (pdf, bibtex)
Understanding Feature Selection in Functional Magnetic Resonance Imaging. Jay Pujara. MS Thesis from Carnegie Mellon University. Published 2005. Committee: Tom Mitchell, Geoff Gordon. (pdf)
Journals and Magazines
Collective Entity Resolution in Multi-Relational Familial Networks. Pigi Kouki, Jay Pujara, Christopher Marcum, Laura Koehly, Lise Getoor. Knowledge and Information Systems (2018).
Sparsity and Noise: Where Knowledge Graph Embeddings Fall Short. Jay Pujara, Eriq Augustine, Lise Getoor. 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP). (pdf, bibtex, code)
Disambiguating Energy Disaggregation: A Collective Probabilistic Approach. Sabina Tomkins, Jay Pujara, Lise Getoor. 2017 International Joint Conference on Artificial Intelligence (IJCAI). (pdf, bibtex, code)
Unsupervised Models for Predicting Strategic Relations between Organizations. Shachi Kumar, Jay Pujara, Lise Getoor, David Mares, Dipak Gupta, Ellen Riloff. 2016 International Conference on Advances in Social Network Analysis and Mining (ASONAM). (pdf, bibtex)
RELLY: Inferring Hypernym Relationships Between Relational Phrases. Adam Grycner, Gerhard Weikum, Jay Pujara, James Foulds, and Lise Getoor. 2015 Conference on Empirical Methods in Natural Language Processing. (pdf, bibtex)
Knowledge Graph Identification. Jay Pujara, Hui Miao, Lise Getoor, William Cohen. 2013 International Semantic Web Conference (ISWC). [winner of Best Student Paper award] (pdf, bibtex, code, video, slides)
Using Classifier Cascades for Scalable E-Mail Classification. Jay Pujara, Hal Daume III, and Lise Getoor. Collaboration, Electronic Messaging, Anti-Abuse and Spam Conference (CEAS) 2011. [winner of Best Paper award] (pdf, bibtex, slides)
Refereed Workshops and Symposia
Feature Selection Methods for Understanding Business Competitor Relationships. Rahul Gupta, Jay Pujara, Craig Knoblock, Shushyam Sharanappa, Bharat Pulvarti, Gerard Hoberg, Gordon Phillips. 2018 SIGMOD Workshop on Data Science for Macro-modeling with Financial and Economic Datasets. (pdf, bibtex)
Aligning Product Categories using Anchor Products. Varun Embar, Golnoosh Farnadi, Jay Pujara, Lise Getoor. 2018 WSDM Workshop on Knowledge Base Construction, Reasoning and Mining (KBCOM). (pdf, bibtex)
A Scalable Probabilistic Approach for Causal Structure Discovery. Dhanya Sridhar, Jay Pujara, Lise Getoor. 2017 Women in Machine Learning Workshop (WiML).
Adaptive Neighborhood Graph Construction for Inference in Multi-Relational Networks . Shobeir Fakhraei, Dhanya Sridhar, Jay Pujara, and Lise Getoor. KDD 2016 Workshop on Mining and Learning with Graphs (MLG). (pdf, bibtex)
A Unified Probabilistic Approach for Semantic Clustering of Relational Phrases. Adam Grycner, Gerhard Weikum, Jay Pujara, James Foulds, Lise Getoor. NIPS 2014 Workshop on Automated Knowledge Base Construction (AKBC). (pdf, bibtex,)
Ontology-Aware Partitioning for Knowledge Graph Identification. Jay Pujara, Hui Miao, Lise Getoor, William Cohen. 2013 CIKM Workshop on Automated Knowledge Base Construction (AKBC). [selected for spotlight talk] (pdf, bibtex, slides)
Reducing Label Cost by Combining Feature Labels and Crowdsourcing. Jay Pujara, Ben London, and Lise Getoor. ICML 2011 workshop on Combining Learning Strategies to Reduce Label Cost. [selected for contributed talk] (pdf, bibtex, slides)
Facilitating Medication Reconciliation with Animation and Spatial layout. Leo Claudino, Sameh Khamis, Ran Liu, Ben London, Jay Pujara, Catherine Plaisant, Ben Shneiderman. Workshop on Interactive Systems in Healthcare.
User Trustworthiness. Jay Pujara, Vishwanath Ramarao, Xiaopeng Xi, Martin Zinkevich, Anirban Dasgupta, Belle Tseng, Wei Chu, Gareth Shue, Patent 9,519,682; awarded 2016.
Real-time Ad-Hoc Spam Filtering of E-Mail. Jay Pujara, Patent 8,069,128; awarded 2011.
Employing pixel density to detect a spam image. Ke Wei, Hao Zheng, Jay Pujara, Patent 7,882,177; awarded 2011.
Identifying IP addresses for spammers. Jaesik Choi, Jay Pujara, Vishwanath Ramarao, Ke Wei, Patent 7,849,146; awarded 2010.