Artificial Intelligence

Algorithms for Learning Markov Field Policies NeurIPS 2012 A Linear Time Active Learning Algorithm for Link Classification NeurIPS 2012 A Marginalized Particle Gaussian Process Regression NeurIPS 2012 A mechanistic model of early sensory processing based on subtracting sparse representations NeurIPS 2012 Analog readout for optical reservoir computers NeurIPS 2012 Analyzing 3D Objects in Cluttered Images NeurIPS 2012 Ancestor Sampling for Particle Gibbs NeurIPS 2012 An Empirical Etudy of Non-Lexical Extensions to Delexicalized Transfer COLING 2012 A Neural Autoregressive Topic Model NeurIPS 2012 Angular Quantization-based Binary Codes for Fast Similarity Search NeurIPS 2012 An Object-Based Approach to Map Human Hand Synergies onto Robotic Hands with Dissimilar Kinematics RSS 2012 A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function NeurIPS 2012 A nonparametric variable clustering model NeurIPS 2012 A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling NeurIPS 2012 Approximate Inference by Intersecting Semidefinite Bound and Local Polytope AISTATS 2012 Approximate Inference in Additive Factorial HMMs with Application to Energy Disaggregation AISTATS 2012 Approximating Equilibria in Sequential Auctions with Incomplete Information and Multi-Unit Demand NeurIPS 2012 A Stick-Breaking Likelihood for Categorical Data Analysis with Latent Gaussian Models AISTATS 2012 Asymptotically-optimal Path Planning on Manifolds RSS 2012 Augment-and-Conquer Negative Binomial Processes NeurIPS 2012 A Unifying Probabilistic Perspective for Spectral Dimensionality Reduction: Insights and New Models JMLR 2012 Autonomous Exploration For Navigating In MDPs COLT 2012 Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button NeurIPS 2012 Bayesian active learning with localized priors for fast receptive field characterization NeurIPS 2012 Bayesian estimation of discrete entropy with mixtures of stick-breaking priors NeurIPS 2012