Abstract is missing.
- Slice Normalized Dynamic Markov Logic NetworksTivadar Papai, Henry A. Kautz, Daniel Stefankovic. [doi]
- Evaluating Inference Algorithms for the Prolog Factor LanguageTiago Gomes, Vítor Santos Costa. [doi]
- Aggregation and Population Growth: The Relational Logistic Regression and Markov Logic CasesDavid Poole 0001, David Buchman, Sriraam Natarajan, Kristian Kersting. [doi]
- Using Markov Logic to Refine an Automatically Extracted Knowledge BaseShangpu Jiang, Daniel Lowd, Dejing Dou. [doi]
- Automorphism Groups of Graphical Models and Lifted Variational InferenceHung Hai Bui, Tuyen N. Huynh, Sebastian Riedel 0001. [doi]
- Combining Logic, Continuous Parameters and Markov Decision Processes Using Hybrid ASPAlex Brik, Jeffrey B. Remmel. [doi]
- Random Regression for Bayes Nets Applied to Relational DataOliver Schulte, Hassan Khosravi, Tianxiang Gao, Yuke Zhu. [doi]
- Lifted Probabilistic Inference: An MCMC PerspectiveMathias Niepert. [doi]
- On Lifting the Gibbs Sampling AlgorithmDeepak Venugopal, Vibhav Gogate. [doi]
- Nonparametric Relational Hybrid ModelsJaesik Choi, Eyal Amir. [doi]
- Initial Empirical Evaluation of Anytime Lifted Belief PropagationRichard G. Freedman, Rodrigo de Salvo Braz, Hung Bui 0001, Sriraam Natarajan. [doi]
- Creating and Manipulating Probabilistic Programs with FigaroAvi Pfeffer. [doi]
- Probabilistic Soft Logic for Trust Analysis in Social NetworksBert Huang, Angelika Kimmig, Lise Getoor, Jennifer Golbeck. [doi]
- Accelarating Imitation Learning in Relational Domains via Transfer by InitializationSriraam Natarajan, Phillip Odom, Saket Joshi, Tushar Khot, Kristian Kersting, Prasad Tadepalli. [doi]
- From Lifted Inference to Lifted ModelsDaan Fierens, Kristian Kersting. [doi]
- A Dynamic Programming Algorithm for Inference in Recursive Probabilistic ProgramsAndreas Stuhlmüller, Noah D. Goodman. [doi]
- Convex Adversarial Collective ClassificationMohamadAli Torkamani, Daniel Lowd.
- A Particle Filter for Probabilistic Dynamic Relational DomainsDavide Nitti 0001, Tinne De Laet, McElory Hoffmann, Ingo Thon, Guy Van den Broeck, Luc De Raedt. [doi]
- Generalized Counting for Lifted Variable EliminationNima Taghipour, Jesse Davis. [doi]
- Lifted Arbitrary Constraint Solving for Lifted Probabilistic InferenceRodrigo de Salvo Braz, Shahin Saadati, Hung Bui 0001, Ciaran O'Reilly. [doi]
- Liftability of Probabilistic Inference: Upper and Lower BoundsManfred Jaeger, Guy Van den Broeck. [doi]
- Integrating Human Instructions and Reinforcement Learners: An SRL ApproachPradyot Korupolu V. N., S. S. Manimaran 0001, Balaraman Ravindran, Sriraam Natarajan. [doi]