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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

Multiple-Instance Active Learning NIPS 2007
Active Preference Learning with Discrete Choice Data NIPS 2007
Behavioral Shaping for Geometric Concepts JMLR 2007
Selecting Observations against Adversarial Objectives NIPS 2007
Discriminative Batch Mode Active Learning NIPS 2007
Nearest-Neighbor-Based Active Learning for Rare Category Detection NIPS 2007
A general agnostic active learning algorithm NIPS 2007
A Switched Gaussian Process for Estimating Disparity and Segmentation in Binocular Stereo NIPS 2006
Active Learning in Approximately Linear Regression Based on Conditional Expectation of Generalization Error JMLR 2006
Incremental Support Vector Learning: Analysis, Implementation and Applications JMLR 2006
Active Learning with Feedback on Features and Instances JMLR 2006
Efficient Methods for Privacy Preserving Face Detection NIPS 2006
Worst-Case Analysis of Selective Sampling for Linear Classification JMLR 2006
Active learning for misspecified generalized linear models NIPS 2006
Active Learning For Outdoor Obstacle Detection RSS 2005
Active Learning to Recognize Multiple Types of Plankton JMLR 2005
Fast Kernel Classifiers with Online and Active Learning JMLR 2005
Active Coevolutionary Learning of Deterministic Finite Automata JMLR 2005
Online Choice of Active Learning Algorithms JMLR 2004
Support Vector Machine Active Learning with Applications to Text Classification JMLR 2001