probabilistic inference

Probabilistic Lane Estimation using Basis Curves RSS 2010 Solving the Uncapacitated Facility Location Problem Using Message Passing Algorithms AISTATS 2010 Structured Determinantal Point Processes NeurIPS 2010 Variational Inference over Combinatorial Spaces NeurIPS 2010 Worst-case bounds on the quality of max-product fixed-points NeurIPS 2010 An LP View of the M-best MAP problem NeurIPS 2009 FACTORIE: Probabilistic Programming via Imperatively Defined Factor Graphs NeurIPS 2009 Fourier Theoretic Probabilistic Inference over Permutations JMLR 2009 Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation NeurIPS 2009 Sequential effects reflect parallel learning of multiple environmental regularities NeurIPS 2009 Structural inference affects depth perception in the context of potential occlusion NeurIPS 2009 A Convex Upper Bound on the Log-Partition Function for Binary Distributions NeurIPS 2008 An ideal observer model of infant object perception NeurIPS 2008 Bounds on marginal probability distributions NeurIPS 2008 Continuously-adaptive discretization for message-passing algorithms NeurIPS 2008 Goal-directed decision making in prefrontal cortex: a computational framework NeurIPS 2008 Hebbian Learning of Bayes Optimal Decisions NeurIPS 2008 Improving on Expectation Propagation NeurIPS 2008 Learning Bounded Treewidth Bayesian Networks NeurIPS 2008 MAS: a multiplicative approximation scheme for probabilistic inference NeurIPS 2008 Temporal Dynamics of Cognitive Control NeurIPS 2008 The Recurrent Temporal Restricted Boltzmann Machine NeurIPS 2008 Efficient Inference for Distributions on Permutations NeurIPS 2007 Experience-Guided Search: A Theory of Attentional Control NeurIPS 2007 Rapid Inference on a Novel AND/OR graph for Object Detection, Segmentation and Parsing NeurIPS 2007