active learning

From Semi-supervised to Transfer Counting of Crowds ICCV 2013 Joint Transfer and Batch-mode Active Learning ICML 2013 Latent Structured Active Learning NeurIPS 2013 Online Learning with Costly Features and Labels NeurIPS 2013 Optimal rates for stochastic convex optimization under Tsybakov noise condition ICML 2013 PLAL: Cluster-based active learning COLT 2013 Selective sampling algorithms for cost-sensitive multiclass prediction ICML 2013 Simultaneous Active Learning of Classifiers & Attributes via Relative Feedback CVPR 2013 Statistical Active Learning Algorithms NeurIPS 2013 Supervised Sequential Classification Under Budget Constraints AISTATS 2013 Σ-Optimality for Active Learning on Gaussian Random Fields NeurIPS 2013 A Correlation Clustering Approach to Link Classification in Signed Networks COLT 2012 Active Comparison of Prediction Models NeurIPS 2012 Active Learning from Multiple Knowledge Sources AISTATS 2012 Active Learning of Model Evidence Using Bayesian Quadrature NeurIPS 2012 Active Learning of Multi-Index Function Models NeurIPS 2012 Active Learning Using Smooth Relative Regret Approximations with Applications COLT 2012 Active Learning via Perfect Selective Classification JMLR 2012 Active Learning with Hinted Support Vector Machine ACML 2012 Activized Learning: Transforming Passive to Active with Improved Label Complexity JMLR 2012 A Linear Time Active Learning Algorithm for Link Classification NeurIPS 2012 An Active Learning Algorithm for Ranking from Pairwise Preferences with an Almost Optimal Query Complexity JMLR 2012 A Variance Minimization Criterion to Active Learning on Graphs AISTATS 2012 Bayesian active learning with localized priors for fast receptive field characterization NeurIPS 2012 Collaborative Gaussian Processes for Preference Learning NeurIPS 2012