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active learning

1295 papers

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Also known as

ALR AL AL OR NULL

Co-occurring keywords

text classification (6776) semi-supervised learning (2331) uncertainty sampling (67) uncertainty quantification (1365) gaussian process (1198) online learning (1770) transfer learning (5442) label complexity (58) sample complexity (1158) bayesian inference (1904)

Papers

Active Area Search via Bayesian Quadrature AISTATS 2014
Active Learning of Parameterized Skills ICML 2014
Active Learning Using Smooth Relative Regret Approximations with Applications JMLR 2014
Active Learning for Undirected Graphical Model Selection AISTATS 2014
Active Detection via Adaptive Submodularity ICML 2014
An Analysis of Active Learning with Uniform Feature Noise AISTATS 2014
Incremental Activity Modeling and Recognition in Streaming Videos CVPR 2014
Hierarchical Subquery Evaluation for Active Learning on a Graph CVPR 2014
Beyond Comparing Image Pairs: Setwise Active Learning for Relative Attributes CVPR 2014
Active Transfer Learning under Model Shift ICML 2014
Preference-Based Rank Elicitation using Statistical Models: The Case of Mallows ICML 2014
Hard-Margin Active Linear Regression ICML 2014
Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature NIPS 2014
Efficient Algorithms for Robust One-bit Compressive Sensing ICML 2014
Active Regression by Stratification NIPS 2014
Cold-start Active Learning with Robust Ordinal Matrix Factorization ICML 2014
Active Learning and Best-Response Dynamics NIPS 2014
Nonmyopic ε-Bayes-Optimal Active Learning of Gaussian Processes ICML 2014
Gaussian Process Classification and Active Learning with Multiple Annotators ICML 2014
Near-Optimally Teaching the Crowd to Classify ICML 2014
Active Annotation Translation CVPR 2014
Sequential crowdsourced labeling as an epsilon-greedy exploration in a Markov Decision Process AISTATS 2014
Active Boundary Annotation using Random MAP Perturbations AISTATS 2014
Diagnosis determination: decision trees optimizing simultaneously worst and expected testing cost ICML 2014
Optimal rates for stochastic convex optimization under Tsybakov noise condition ICML 2013