Artificial Intelligence

Fast Computation of Posterior Mode in Multi-Level Hierarchical Models NeurIPS 2008 Finding Latent Causes in Causal Networks: an Efficient Approach Based on Markov Blankets NeurIPS 2008 Finding Optimal Bayesian Network Given a Super-Structure JMLR 2008 Friction-Induced Velocity Fields for Point Parts Sliding on a Rigid Oscillated Plate RSS 2008 Gas Distribution Modeling using Sparse Gaussian Process Mixture Models RSS 2008 Gates NeurIPS 2008 Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity NeurIPS 2008 Generative and Discriminative Learning with Unknown Labeling Bias NeurIPS 2008 Global Ranking Using Continuous Conditional Random Fields NeurIPS 2008 Goal-directed decision making in prefrontal cortex: a computational framework NeurIPS 2008 Grouping Contours Via a Related Image NeurIPS 2008 Hebbian Learning of Bayes Optimal Decisions NeurIPS 2008 Hierarchical Fisher Kernels for Longitudinal Data NeurIPS 2008 High Performance Outdoor Navigation from Overhead Data using Imitation Learning RSS 2008 How memory biases affect information transmission: A rational analysis of serial reproduction NeurIPS 2008 HPB: A Model for Handling BN Nodes with High Cardinality Parents JMLR 2008 Human Active Learning NeurIPS 2008 HyPE: Hybrid Particle-Element Approach for Recursive Bayesian Searching and Tracking RSS 2008 Improving Localization Robustness in Monocular SLAM Using a High-Speed Camera RSS 2008 Improving on Expectation Propagation NeurIPS 2008 Integrating Locally Learned Causal Structures with Overlapping Variables NeurIPS 2008 Interpreting the neural code with Formal Concept Analysis NeurIPS 2008 JNCC2: The Java Implementation Of Naive Credal Classifier 2 JMLR 2008 Kernel-ARMA for Hand Tracking and Brain-Machine interfacing During 3D Motor Control NeurIPS 2008 Kernel Change-point Analysis NeurIPS 2008