Artificial Intelligence

Prior Data and Kernel Conditional Random Fields for Obstacle Detection RSS 2008 Probabilistic detection of short events, with application to critical care monitoring NeurIPS 2008 Probabilistic Models of Object Geometry for Grasp Planning RSS 2008 Proofs and Experiments in Scalable, Near-Optimal Search by Multiple Robots RSS 2008 Psychiatry: Insights into depression through normative decision-making models NeurIPS 2008 Recursive Segmentation and Recognition Templates for 2D Parsing NeurIPS 2008 Reducing statistical dependencies in natural signals using radial Gaussianization NeurIPS 2008 Regularized Policy Iteration NeurIPS 2008 Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation NeurIPS 2008 Robust Near-Isometric Matching via Structured Learning of Graphical Models NeurIPS 2008 SARSOP: Efficient Point-Based POMDP Planning by Approximating Optimally Reachable Belief Spaces RSS 2008 Search for Additive Nonlinear Time Series Causal Models JMLR 2008 Self-organization using synaptic plasticity NeurIPS 2008 Sequential effects: Superstition or rational behavior? NeurIPS 2008 Shared Segmentation of Natural Scenes Using Dependent Pitman-Yor Processes NeurIPS 2008 Short-Term Depression in VLSI Stochastic Synapse NeurIPS 2008 Signal-to-Noise Ratio Analysis of Policy Gradient Algorithms NeurIPS 2008 Simple Local Models for Complex Dynamical Systems NeurIPS 2008 Simplex-Tree Based Kinematics of Foldable Objects as Multi-body Systems Involving Loops RSS 2008 Skill Characterization Based on Betweenness NeurIPS 2008 Sparse Convolved Gaussian Processes for Multi-output Regression NeurIPS 2008 Sparse probabilistic projections NeurIPS 2008 Sparse Signal Recovery Using Markov Random Fields NeurIPS 2008 Spectral Hashing NeurIPS 2008 Stationary Features and Cat Detection JMLR 2008