Artificial Intelligence

Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \boldmath$\ell_1$-regularized MLE NeurIPS 2008 Mortal Multi-Armed Bandits NeurIPS 2008 Multi-Agent Filtering with Infinitely Nested Beliefs NeurIPS 2008 Multi-Level Active Prediction of Useful Image Annotations for Recognition NeurIPS 2008 Multi-resolution Exploration in Continuous Spaces NeurIPS 2008 Multiscale Random Fields with Application to Contour Grouping NeurIPS 2008 Multi-Sensor Lane Finding in Urban Road Networks RSS 2008 Multi-task Gaussian Process Learning of Robot Inverse Dynamics NeurIPS 2008 NanoNewton Force Sensing and Control in Microrobotic Cell Manipulation RSS 2008 Nonlinear causal discovery with additive noise models NeurIPS 2008 Nonparametric Bayesian Learning of Switching Linear Dynamical Systems NeurIPS 2008 Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images NeurIPS 2008 Non-stationary dynamic Bayesian networks NeurIPS 2008 On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing NeurIPS 2008 On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor NeurIPS 2008 Optimal Response Initiation: Why Recent Experience Matters NeurIPS 2008 Optimization on a Budget: A Reinforcement Learning Approach NeurIPS 2008 Partially Observed Maximum Entropy Discrimination Markov Networks NeurIPS 2008 Particle Filter-based Policy Gradient in POMDPs NeurIPS 2008 Phase transitions for high-dimensional joint support recovery NeurIPS 2008 Planning Long Dynamically-Feasible Maneuvers For Autonomous Vehicles RSS 2008 Playing Pinball with non-invasive BCI NeurIPS 2008 Policy Search for Motor Primitives in Robotics NeurIPS 2008 Posterior Consistency of the Silverman g-prior in Bayesian Model Choice NeurIPS 2008 Predictive Indexing for Fast Search NeurIPS 2008