Artificial Intelligence

Adaptor Grammars: A Framework for Specifying Compositional Nonparametric Bayesian Models NeurIPS 2006 Aggregating Classification Accuracy across Time: Application to Single Trial EEG NeurIPS 2006 A Linear Non-Gaussian Acyclic Model for Causal Discovery JMLR 2006 Analysis of Contour Motions NeurIPS 2006 Analysis of Empirical Bayesian Methods for Neuroelectromagnetic Source Localization NeurIPS 2006 Analysis of Representations for Domain Adaptation NeurIPS 2006 An Application of Reinforcement Learning to Aerobatic Helicopter Flight NeurIPS 2006 An Approach to Bounded Rationality NeurIPS 2006 An EM Algorithm for Localizing Multiple Sound Sources in Reverberant Environments NeurIPS 2006 A Nonparametric Bayesian Method for Inferring Features From Similarity Judgments NeurIPS 2006 A Novel Gaussian Sum Smoother for Approximate Inference in Switching Linear Dynamical Systems NeurIPS 2006 A PAC-Bayes Risk Bound for General Loss Functions NeurIPS 2006 Approximate inference using planar graph decomposition NeurIPS 2006 A Probabilistic Algorithm Integrating Source Localization and Noise Suppression of MEG and EEG data NeurIPS 2006 A Probabilistic Exemplar Approach to Combine Laser and Vision for Person Tracking RSS 2006 A Scalable Machine Learning Approach to Go NeurIPS 2006 A Scoring Function for Learning Bayesian Networks based on Mutual Information and Conditional Independence Tests JMLR 2006 A selective attention multi--chip system with dynamic synapses and spiking neurons NeurIPS 2006 A Small World Threshold for Economic Network Formation NeurIPS 2006 A Switched Gaussian Process for Estimating Disparity and Segmentation in Binocular Stereo NeurIPS 2006 A Theory of Retinal Population Coding NeurIPS 2006 Attentional Processing on a Spike-Based VLSI Neural Network NeurIPS 2006 Automated Hierarchy Discovery for Planning in Partially Observable Environments NeurIPS 2006 Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure NeurIPS 2006 Bayesian Ensemble Learning NeurIPS 2006