Artificial Intelligence

Controlled Recognition Bounds for Visual Learning and Exploration NeurIPS 2012 Controlling Selection Bias in Causal Inference AISTATS 2012 Co-Regularized Hashing for Multimodal Data NeurIPS 2012 Cost-Sensitive Exploration in Bayesian Reinforcement Learning NeurIPS 2012 Coupling Nonparametric Mixtures via Latent Dirichlet Processes NeurIPS 2012 DARWIN: A Framework for Machine Learning and Computer Vision Research and Development JMLR 2012 Delay Compensation with Dynamical Synapses NeurIPS 2012 Density Propagation and Improved Bounds on the Partition Function NeurIPS 2012 Development of a Testbed for Robotic Neuromuscular Controllers RSS 2012 Discriminative Learning of Sum-Product Networks NeurIPS 2012 Distributed Approximation of Joint Measurement Distributions Using Mixtures of Gaussians RSS 2012 Distributed Probabilistic Learning for Camera Networks with Missing Data NeurIPS 2012 Dual-Space Analysis of the Sparse Linear Model NeurIPS 2012 Dynamical And-Or Graph Learning for Object Shape Modeling and Detection NeurIPS 2012 Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction NeurIPS 2012 Effective Split-Merge Monte Carlo Methods for Nonparametric Models of Sequential Data NeurIPS 2012 Efficient and direct estimation of a neural subunit model for sensory coding NeurIPS 2012 Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search NeurIPS 2012 Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference NeurIPS 2012 Efficient high dimensional maximum entropy modeling via symmetric partition functions NeurIPS 2012 Efficient Monte Carlo Counterfactual Regret Minimization in Games with Many Player Actions NeurIPS 2012 Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems NeurIPS 2012 Efficient Sampling from Combinatorial Space via Bridging AISTATS 2012 Efficient Spike-Coding with Multiplicative Adaptation in a Spike Response Model NeurIPS 2012 E-Graphs: Bootstrapping Planning with Experience Graphs RSS 2012