Statistical Relational Artificial Intelligence
Papers
Modal Markov Logic for Multiple Agents
PDFTractable Probabilistic Knowledge Bases with Existence Uncertainty
PDFLifted Generative Parameter Learning
PDFOn the Complexity and Approximation of Binary Evidence in Lifted Inference
PDFOn the Completeness of Lifted Variable Elimination
PDFA General Framework for Recognizing Complex Events in Markov Logic
PDFLifting WALKSAT-Based Local Search Algorithms for MAP Inference
PDFOnline Inference-Rule Learning from Natural-Language Extractions
PDFLifted Inference on Transitive Relations
PDFOrganizers
PDFRockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models
PDFUsing Commonsense Knowledge to Automatically Create (Noisy) Training Examples from Text
PDFLifted Inference via k-Locality
PDFOn Integrating Ontologies with Relational Probabilistic Models
PDFRelational Markov Decision Processes: Promise and Prospects
PDFReduce and Re-Lift: Bootstrapped Lifted Likelihood Maximization for MAP
PDFMapReduce Lifting for Belief Propagation
PDFPreface
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