StarAI@UAI

Publications

2012

Jaesik Choi, Eyal Amir
Nonparametric Relational Hybrid Models. StarAI@UAI (2012)
Pradyot Korupolu V. N., S. S. Manimaran, Balaraman Ravindran, Sriraam Natarajan
Integrating Human Instructions and Reinforcement Learners: An SRL Approach. StarAI@UAI (2012)
Manfred Jaeger, Guy Van den Broeck
Liftability of Probabilistic Inference: Upper and Lower Bounds. StarAI@UAI (2012)
Hung Hai Bui, Tuyen N. Huynh, Sebastian Riedel
Automorphism Groups of Graphical Models and Lifted Variational Inference. StarAI@UAI (2012)
Bert Huang, Angelika Kimmig, Lise Getoor, Jennifer Golbeck
Probabilistic Soft Logic for Trust Analysis in Social Networks. StarAI@UAI (2012)
Alex Brik, Jeffrey B. Remmel
Combining Logic, Continuous Parameters and Markov Decision Processes Using Hybrid ASP. StarAI@UAI (2012)
Rodrigo de Salvo Braz, Shahin Saadati, Hung Bui, Ciaran O'Reilly
Lifted Arbitrary Constraint Solving for Lifted Probabilistic Inference. StarAI@UAI (2012)
Avi Pfeffer
Creating and Manipulating Probabilistic Programs with Figaro. StarAI@UAI (2012)
Tushar Khot, Siddharth Srivastava, Sriraam Natarajan, Jude W. Shavlik
Learning Relational Structure for Temporal Relation Extraction. StarAI@UAI (2012)
Oliver Schulte, Hassan Khosravi, Tianxiang Gao, Yuke Zhu
Random Regression for Bayes Nets Applied to Relational Data. StarAI@UAI (2012)
Shangpu Jiang, Daniel Lowd, Dejing Dou
Using Markov Logic to Refine an Automatically Extracted Knowledge Base. StarAI@UAI (2012)
Andreas Stuhlmüller, Noah D. Goodman
A Dynamic Programming Algorithm for Inference in Recursive Probabilistic Programs. StarAI@UAI (2012)
Tivadar Papai, Henry A. Kautz, Daniel Stefankovic
Slice Normalized Dynamic Markov Logic Networks. StarAI@UAI (2012)
Tiago Gomes, Vítor Santos Costa
Evaluating Inference Algorithms for the Prolog Factor Language. StarAI@UAI (2012)
MohamadAli Torkamani, Daniel Lowd
Convex Adversarial Collective Classification. StarAI@UAI (2012)
David Poole, David Buchman, Sriraam Natarajan, Kristian Kersting
Aggregation and Population Growth: The Relational Logistic Regression and Markov Logic Cases. StarAI@UAI (2012)
Richard G. Freedman, Rodrigo de Salvo Braz, Hung Bui, Sriraam Natarajan
Initial Empirical Evaluation of Anytime Lifted Belief Propagation. StarAI@UAI (2012)
Davide Nitti, Tinne De Laet, McElory Hoffmann, Ingo Thon, Guy Van den Broeck, Luc De Raedt
A Particle Filter for Probabilistic Dynamic Relational Domains. StarAI@UAI (2012)
Deepak Venugopal, Vibhav Gogate
On Lifting the Gibbs Sampling Algorithm. StarAI@UAI (2012)
Daan Fierens, Kristian Kersting
From Lifted Inference to Lifted Models. StarAI@UAI (2012)
Nima Taghipour, Jesse Davis
Generalized Counting for Lifted Variable Elimination. StarAI@UAI (2012)
Sriraam Natarajan, Phillip Odom, Saket Joshi, Tushar Khot, Kristian Kersting, Prasad Tadepalli
Accelarating Imitation Learning in Relational Domains via Transfer by Initialization. StarAI@UAI (2012)
Siddharth Srivastava, Stuart Russell, Avi Pfeffer
First-Order Models for POMDPs. StarAI@UAI (2012)
Mathias Niepert
Lifted Probabilistic Inference: An MCMC Perspective. StarAI@UAI (2012)

2010

2nd International Workshop on Statistical Relational AI (StaRAI-12), held at the Uncertainty in Artificial Intelligence Conference (UAI 2012), Catalina Island, CA, USA, August 18, 2012 StarAI@UAI (2010)