Artificial Intelligence

A Fast Semidefinite Approach to Solving Binary Quadratic Problems CVPR 2013 A Framework for Evaluating Approximation Methods for Gaussian Process Regression JMLR 2013 Aggregating Optimistic Planning Trees for Solving Markov Decision Processes NeurIPS 2013 A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles NeurIPS 2013 A Joint Model for 2D and 3D Pose Estimation from a Single Image CVPR 2013 A Kernel Test for Three-Variable Interactions NeurIPS 2013 A* Lasso for Learning a Sparse Bayesian Network Structure for Continuous Variables NeurIPS 2013 Algorithms for Discovery of Multiple Markov Boundaries JMLR 2013 A memory frontier for complex synapses NeurIPS 2013 A message-passing algorithm for multi-agent trajectory planning NeurIPS 2013 A multi-agent control framework for co-adaptation in brain-computer interfaces NeurIPS 2013 Analyzing Hogwild Parallel Gaussian Gibbs Sampling NeurIPS 2013 Analyzing the Harmonic Structure in Graph-Based Learning NeurIPS 2013 A near-optimal algorithm for finite partial-monitoring games against adversarial opponents COLT 2013 Annealing between distributions by averaging moments NeurIPS 2013 A non-IID Framework for Collaborative Filtering with Restricted Boltzmann Machines ICML 2013 A Non-parametric Bayesian Network Prior of Human Pose ICCV 2013 An Optimal Policy for Target Localization with Application to Electron Microscopy ICML 2013 A Novel Two-Step Method for Cross Language Representation Learning NeurIPS 2013 Anticipating Human Activities using Object Affordances for Reactive Robotic Response RSS 2013 Approachability, fast and slow COLT 2013 Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs NeurIPS 2013 Approximate Dynamic Programming Finally Performs Well in the Game of Tetris NeurIPS 2013 Approximate Gaussian process inference for the drift function in stochastic differential equations NeurIPS 2013 Approximate Inference in Continuous Determinantal Processes NeurIPS 2013