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Active Learning

1,911 papers

Papers per year

4
20
39
156
120
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Papers

Linear Classification and Selective Sampling Under Low Noise Conditions NIPS 2008
Online Models for Content Optimization NIPS 2008
Adaptive Martingale Boosting NIPS 2008
Multi-Level Active Prediction of Useful Image Annotations for Recognition NIPS 2008
Online Metric Learning and Fast Similarity Search NIPS 2008
Human Active Learning NIPS 2008
Active Learning by Spherical Subdivision JMLR 2008
Active Learning of Causal Networks with Intervention Experiments and Optimal Designs JMLR 2008
FilterBoost: Regression and Classification on Large Datasets NIPS 2007
Nearest-Neighbor-Based Active Learning for Rare Category Detection NIPS 2007
Anytime Induction of Cost-sensitive Trees NIPS 2007
A general agnostic active learning algorithm NIPS 2007
Sequential Hypothesis Testing under Stochastic Deadlines NIPS 2007
Multiple-Instance Active Learning NIPS 2007
Active Preference Learning with Discrete Choice Data NIPS 2007
Discriminative Batch Mode Active Learning NIPS 2007
Selecting Observations against Adversarial Objectives NIPS 2007
Behavioral Shaping for Geometric Concepts JMLR 2007
Online Learning for Offroad Robots: Spatial Label Propagation to Learn Long-Range Traversability RSS 2007
Active Policy Learning for Robot Planning and Exploration under Uncertainty RSS 2007
Active learning for misspecified generalized linear models NIPS 2006
A Switched Gaussian Process for Estimating Disparity and Segmentation in Binocular Stereo NIPS 2006
Efficient Methods for Privacy Preserving Face Detection NIPS 2006
Incremental Algorithms for Hierarchical Classification JMLR 2006
Active Learning in Approximately Linear Regression Based on Conditional Expectation of Generalization Error JMLR 2006