Active Learning

Online Graph Completion: Multivariate Signal Recovery in Computer Vision CVPR 2017 Active Learning with Oracle Epiphany NeurIPS 2016 Active Nearest-Neighbor Learning in Metric Spaces NeurIPS 2016 Budgeted stream-based active learning via adaptive submodular maximization NeurIPS 2016 Search Improves Label for Active Learning NeurIPS 2016 Active Learning from Weak and Strong Labelers NeurIPS 2015 An Active Learning Framework using Sparse-Graph Codes for Sparse Polynomials and Graph Sketching NeurIPS 2015 Bayesian Active Model Selection with an Application to Automated Audiometry NeurIPS 2015 Convergence Rates of Active Learning for Maximum Likelihood Estimation NeurIPS 2015 Efficient and Parsimonious Agnostic Active Learning NeurIPS 2015 Efficient Label Collection for Unlabeled Image Datasets CVPR 2015 Image Segmentation in Twenty Questions CVPR 2015 On-the-Job Learning with Bayesian Decision Theory NeurIPS 2015 Active Annotation Translation CVPR 2014 Active Regression by Stratification NeurIPS 2014 Beyond Disagreement-Based Agnostic Active Learning NeurIPS 2014 Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature NeurIPS 2014 Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion NeurIPS 2013 Active Learning of an Action Detector from Untrimmed Videos ICCV 2013 Adaptive Active Learning for Image Classification CVPR 2013 Auditing: Active Learning with Outcome-Dependent Query Costs NeurIPS 2013 Buy-in-Bulk Active Learning NeurIPS 2013 Machine Teaching for Bayesian Learners in the Exponential Family NeurIPS 2013 Active Comparison of Prediction Models NeurIPS 2012 Active Learning of Model Evidence Using Bayesian Quadrature NeurIPS 2012