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active learning

1295 papers

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Also known as

AL

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

Σ-Optimality for Active Learning on Gaussian Random Fields NIPS 2013
Buy-in-Bulk Active Learning NIPS 2013
Auditing: Active Learning with Outcome-Dependent Query Costs NIPS 2013
Efficient Active Learning of Halfspaces: An Aggressive Approach JMLR 2013
Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem COLT 2013
Active Learning for Interactive Visualization AISTATS 2013
A Linear Time Active Learning Algorithm for Link Classification NIPS 2012
Online allocation and homogeneous partitioning for piecewise constant mean-approximation NIPS 2012
Robust Interactive Learning COLT 2012
A Correlation Clustering Approach to Link Classification in Signed Networks COLT 2012
Active Learning of Multi-Index Function Models NIPS 2012
Activized Learning: Transforming Passive to Active with Improved Label Complexity JMLR 2012
Active Learning with Hinted Support Vector Machine ACML 2012
Collaborative Gaussian Processes for Preference Learning NIPS 2012
Consistency of Nearest Neighbor Classification under Selective Sampling COLT 2012
Selective Sampling and Active Learning from Single and Multiple Teachers JMLR 2012
Scalable Personalization of Long-Term Physiological Monitoring: Active Learning Methodologies for Epileptic Seizure Onset Detection AISTATS 2012
Minimizing Uncertainty in Pipelines NIPS 2012
Protocols for Learning Classifiers on Distributed Data AISTATS 2012
UPAL: Unbiased Pool Based Active Learning AISTATS 2012
A Variance Minimization Criterion to Active Learning on Graphs AISTATS 2012
Controlled Recognition Bounds for Visual Learning and Exploration NIPS 2012
Multilabel Classification using Bayesian Compressed Sensing NIPS 2012
Selective Labeling via Error Bound Minimization NIPS 2012
Active Comparison of Prediction Models NIPS 2012