Archived Publications (Latest: https://linqs.github.io/linqs-website/publications/)

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2020
S. Srinivasan, Augustine, E., and Getoor, L., “Tandem Inference: An Out-of-Core Streaming Algorithm For Very Large-Scale Relational Inference”, in AAAI Conference on Artificial Intelligence (AAAI), 2020.PDF icon srinivasan-aaai20b.pdf (506.62 KB)
2019
V. Embar, Srinivasan, S., and Getoor, L., “Tractable Marginal Inference for Hinge-Loss Markov Random Fields”, in ICML Workshop on Tractable Probabilistic Modeling (TPM), 2019.PDF icon embar-tpm19.pdf (410.24 KB)
E. Augustine, Rekatsinas, T., and Getoor, L., “Tractable Probabilistic Reasoning Through Effective Grounding”, in ICML Workshop on Tractable Probabilistic Modeling (TPM), 2019.PDF icon augustine-tpm19.pdf (224.8 KB)
2018
S. Tomkins, Farnadi, G., Amantullah, B., Getoor, L., and Minton, S., “The Impact of Environmental Stressors on Human Trafficking”, in ICWSM Workshop on Beyond Online Data (BOD), 2018.PDF icon tomkins-bod18.pdf (473.58 KB)
S. Tomkins, Farnadi, G., Amantullah, B., Getoor, L., and Minton, S., “The Impact of Environmental Stressors on Human Trafficking”, in International Conference on Data Mining (ICDM), 2018.PDF icon tomkins-icdm18.pdf (473.58 KB)
2015
B. London, Huang, B., and Getoor, L., “The Benefits of Learning with Strongly Convex Approximate Inference”, in ICML, 2015.PDF icon london-icml15.pdf (788.06 KB)
2014
S. Bradley and Getoor, L., “Topic Modeling for Wikipedia Link Disambiguation”, ACM Transactions on Information Systems, vol. 32, 2014.
2012
P. Panagiotis, Panayiotis, T., Ariel, F., and Getoor, L., “TACI: Taxonomy-Aware Catalog Integration”, TKDE, vol. 25, 2012.PDF icon papadimitriou-tkde12.pdf (2.93 MB)
2009
E. Zheleva and Getoor, L., “To Join or not to Join: The Illusion of Privacy in Social Networks with Mixed Public and Private User Profiles”, in 18th International World Wide Web conference (WWW), 2009.PDF icon fp660-zheleva.pdf (538.92 KB)
E. Zheleva and Getoor, L., “To Join or not to Join: The Illusion of Privacy in Social Networks with Mixed Public and Private User Profiles”, in The Web Conference (WWW), College Park, 2009.PDF icon zheleva-cs-tr4926.pdf (366.68 KB)
2008
E. Zheleva, Kolcz, A., and Getoor, L., “Trusting Spam Reporters: A Reporter-based Reputation System for Email Filtering”, ACM Transactions on Information Systems, vol. 27, 2008.PDF icon zheleva-tois08.pdf (447.31 KB)
2006
G. Piatetsky-Shapiro, Grossman, R., Djeraba, C., Feldman, R., Getoor, L., and Zaki, M., “Is there a grand challenge or X-prize for data mining?”, in 12th International Conference on Knowledge Discovery and Data Mining, 2006.