Artificial Intelligence

Group Anomaly Detection using Flexible Genre Models NeurIPS 2011 Heavy-tailed Distances for Gradient Based Image Descriptors NeurIPS 2011 Hidden-Unit Conditional Random Fields AISTATS 2011 Hierarchically Supervised Latent Dirichlet Allocation NeurIPS 2011 Hierarchical Multitask Structured Output Learning for Large-scale Sequence Segmentation NeurIPS 2011 Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices NeurIPS 2011 How Do Humans Teach: On Curriculum Learning and Teaching Dimension NeurIPS 2011 Identification and Representation of Homotopy Classes of Trajectories for Search-based Path Planning in 3D RSS 2011 Image Parsing with Stochastic Scene Grammar NeurIPS 2011 In All Likelihood, Deep Belief Is Not Enough JMLR 2011 Inductive reasoning about chimeric creatures NeurIPS 2011 Inference in continuous-time change-point models NeurIPS 2011 Inferring Interaction Networks using the IBP applied to microRNA Target Prediction NeurIPS 2011 Inferring spike-timing-dependent plasticity from spike train data NeurIPS 2011 Infinite Latent SVM for Classification and Multi-task Learning NeurIPS 2011 Information Rates and Optimal Decoding in Large Neural Populations NeurIPS 2011 Inverse Reinforcement Learning in Partially Observable Environments JMLR 2011 Inverting Grice's Maxims to Learn Rules from Natural Language Extractions NeurIPS 2011 Joint 3D Estimation of Objects and Scene Layout NeurIPS 2011 Kernel Bayes' Rule NeurIPS 2011 Kernel Belief Propagation AISTATS 2011 Kernel Embeddings of Latent Tree Graphical Models NeurIPS 2011 Kinematic Cartography for Locomotion at Low Reynolds Numbers RSS 2011 Learning equivalence classes of acyclic models with latent and selection variables from multiple datasets with overlapping variables AISTATS 2011 Learning person-object interactions for action recognition in still images NeurIPS 2011