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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 Sampling of Pairs and Points for Large-scale Linear Bipartite Ranking ACML 2013
Active and passive learning of linear separators under log-concave distributions COLT 2013
PLAL: Cluster-based active learning COLT 2013
Adaptive Active Learning for Image Classification CVPR 2013
Active Learning for Multi-Objective Optimization ICML 2013
Efficient Semi-supervised and Active Learning of Disjunctions ICML 2013
Activized Learning with Uniform Classification Noise ICML 2013
Joint Transfer and Batch-mode Active Learning ICML 2013
Constraints as Features CVPR 2013
Breaking the Small Cluster Barrier of Graph Clustering ICML 2013
Selective sampling algorithms for cost-sensitive multiclass prediction ICML 2013
Supervised Sequential Classification Under Budget Constraints AISTATS 2013
Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion NIPS 2013
Latent Structured Active Learning NIPS 2013
Online Learning with Costly Features and Labels NIPS 2013
A Convex Optimization Framework for Active Learning ICCV 2013
Attribute Pivots for Guiding Relevance Feedback in Image Search ICCV 2013
Active MAP Inference in CRFs for Efficient Semantic Segmentation ICCV 2013
Collaborative Active Learning of a Kernel Machine Ensemble for Recognition ICCV 2013
Statistical Active Learning Algorithms NIPS 2013
From Semi-supervised to Transfer Counting of Crowds ICCV 2013
Active Learning of an Action Detector from Untrimmed Videos ICCV 2013
Active Visual Recognition with Expertise Estimation in Crowdsourcing ICCV 2013
Efficient Active Learning of Halfspaces: an Aggressive Approach ICML 2013
Simultaneous Active Learning of Classifiers & Attributes via Relative Feedback CVPR 2013