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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 Learning and Discovery of Object Categories in the Presence of Unnameable Instances CVPR 2015
Efficient Label Collection for Unlabeled Image Datasets CVPR 2015
Best of Both Worlds: Human-Machine Collaboration for Object Annotation CVPR 2015
An Active Learning Framework using Sparse-Graph Codes for Sparse Polynomials and Graph Sketching NIPS 2015
NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning NIPS 2015
Convergence Rates of Active Learning for Maximum Likelihood Estimation NIPS 2015
Active Learning from Weak and Strong Labelers NIPS 2015
Bayesian Active Model Selection with an Application to Automated Audiometry NIPS 2015
Active Learning for Structured Probabilistic Models With Histogram Approximation CVPR 2015
Multi-Class Multi-Annotator Active Learning With Robust Gaussian Process for Visual Recognition ICCV 2015
Image Segmentation in Twenty Questions CVPR 2015
On-the-Job Learning with Bayesian Decision Theory NIPS 2015
Efficient and Parsimonious Agnostic Active Learning NIPS 2015
Context Aware Active Learning of Activity Recognition Models ICCV 2015
Efficient Classifier Training to Minimize False Merges in Electron Microscopy Segmentation ICCV 2015
Adaptively Unified Semi-Supervised Dictionary Learning With Active Points ICCV 2015
Active Pointillistic Pattern Search AISTATS 2015
Beyond Disagreement-Based Agnostic Active Learning NIPS 2014
Learning Multiple Tasks in Parallel with a Shared Annotator NIPS 2014
Doubly Aggressive Selective Sampling Algorithms for Classification AISTATS 2014
Active Frame, Location, and Detector Selection for Automated and Manual Video Annotation CVPR 2014
Open Problem: Finding Good Cascade Sampling Processes for the Network Inference Problem COLT 2014
Characterizing EVOI-Sufficient k-Response Query Sets in Decision Problems AISTATS 2014
Active Contextual Policy Search JMLR 2014
Active Reward Learning RSS 2014