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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

The Impact of Typicality for Informative Representative Selection CVPR 2017
Query Complexity of Clustering with Side Information NIPS 2017
Near-optimal Bayesian Active Learning with Correlated and Noisy Tests AISTATS 2017
Online Graph Completion: Multivariate Signal Recovery in Computer Vision CVPR 2017
Efficient PAC Learning from the Crowd COLT 2017
Adaptive Information Gathering via Imitation Learning RSS 2017
Towards Intelligent Crowdsourcing for Audio Data Annotation: Integrating Active Learning in the Real World INTERSPEECH 2017
Phonological Feature Based Mispronunciation Detection and Diagnosis Using Multi-Task DNNs and Active Learning INTERSPEECH 2017
Efficient Nonmyopic Active Search ICML 2017
Some Properties of Batch Value of Information in the Selection Problem (Extended Abstract) IJCAI 2017
Predicting the Quality of Short Narratives from Social Media IJCAI 2017
Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples NIPS 2017
Non-Uniform Subset Selection for Active Learning in Structured Data CVPR 2017
Lower Bounds on Active Learning for Graphical Model Selection AISTATS 2017
Just Sort It! A Simple and Effective Approach to Active Preference Learning ICML 2017
On Gleaning Knowledge from Multiple Domains for Active Learning IJCAI 2017
Leveraging Union of Subspace Structure to Improve Constrained Clustering ICML 2017
Active Preference-Based Learning of Reward Functions RSS 2017
Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally CVPR 2017
Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent Models EACL 2017
Adaptive Active Hypothesis Testing under Limited Information NIPS 2017
Deep Bayesian Active Learning with Image Data ICML 2017
Learning Algorithms for Active Learning ICML 2017
Active Incremental Learning of Robot Movement Primitives CORL 2017
Multi-instance multi-label active learning IJCAI 2017