Statistical Relational Learning Group
Publications
] Tandem Inference: An Out-of-Core Streaming Algorithm For Very Large-Scale Relational Inference. Association for the Advancement of Artificial Intelligence (2020).
srinivasan-aaai20b.pdf (506.62 KB)
srinivasan-aaai20b.pdf (506.62 KB) Tractable Marginal Inference for Hinge-Loss Markov Random Fields. ICML Workshop on TPM (2019).
Tractable Probabilistic Reasoning Through Effective Grounding. ICML Workshop on TPM (2019). augustine-tpm19.pdf (224.8 KB)
augustine-tpm19.pdf (224.8 KB) The Benefits of Learning with Strongly Convex Approximate Inference. ICML (2015). london-icml15.pdf (788.06 KB)
london-icml15.pdf (788.06 KB) Topic Modeling for Wikipedia Link Disambiguation. ACM Transactions on Information Systems 32, (2014).
To Join or not to Join: The Illusion of Privacy in Social Networks with Mixed Public and Private User Profiles. 18th International World Wide Web conference (WWW) (2009). fp660-zheleva.pdf (538.92 KB)
fp660-zheleva.pdf (538.92 KB) To Join or not to Join: The Illusion of Privacy in Social Networks with Mixed Public and Private User Profiles. The Web Conference (WWW) (University of Maryland, 2009). zheleva-cs-tr4926.pdf (366.68 KB)
zheleva-cs-tr4926.pdf (366.68 KB) Trusting Spam Reporters: A Reporter-based Reputation System for Email Filtering. ACM Transactions on Information Systems 27, (2008). zheleva-tois08.pdf (447.31 KB)
zheleva-tois08.pdf (447.31 KB) Is there a grand challenge or X-prize for data mining?. 12th International Conference on Knowledge Discovery and Data Mining (2006).