Artificial Intelligence

Semiparametric Principal Component Analysis NeurIPS 2012 Semiparametric Pseudo-Likelihood Estimation in Markov Random Fields AISTATS 2012 Semi-Supervised Domain Adaptation with Non-Parametric Copulas NeurIPS 2012 Semi-supervised Eigenvectors for Locally-biased Learning NeurIPS 2012 Shifting Weights: Adapting Object Detectors from Image to Video NeurIPS 2012 Slice Normalized Dynamic Markov Logic Networks NeurIPS 2012 Slice sampling normalized kernel-weighted completely random measure mixture models NeurIPS 2012 Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models NeurIPS 2012 Smooth-projected Neighborhood Pursuit for High-dimensional Nonparanormal Graph Estimation NeurIPS 2012 Spiking and saturating dendrites differentially expand single neuron computation capacity NeurIPS 2012 State Estimation for Legged Robots - Consistent Fusion of Leg Kinematics and IMU RSS 2012 Static Prediction Games for Adversarial Learning Problems JMLR 2012 Statistical Consistency of Ranking Methods in A Rank-Differentiable Probability Space NeurIPS 2012 Statistical test for consistent estimation of causal effects in linear non-Gaussian models AISTATS 2012 Stick-Breaking Beta Processes and the Poisson Process AISTATS 2012 Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making NeurIPS 2012 Subset Infinite Relational Models AISTATS 2012 Symbolic Dynamic Programming for Continuous State and Observation POMDPs NeurIPS 2012 Tendon-Driven Variable Impedance Control Using Reinforcement Learning RSS 2012 Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs NeurIPS 2012 The adversarial stochastic shortest path problem with unknown transition probabilities AISTATS 2012 The Banana Distribution is Gaussian: A Localization Study with Exponential Coordinates RSS 2012 The Bethe Partition Function of Log-supermodular Graphical Models NeurIPS 2012 The Optimality of Jeffreys Prior for Online Density Estimation and the Asymptotic Normality of Maximum Likelihood Estimators COLT 2012 The Perturbed Variation NeurIPS 2012