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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 of Multi-Class Classification Models from Ordered Class Sets AAAI 2019
Myopic Posterior Sampling for Adaptive Goal Oriented Design of Experiments ICML 2019
Learning How to Active Learn by Dreaming ACL 2019
Low-resource Deep Entity Resolution with Transfer and Active Learning ACL 2019
Active Learning for Domain Classification in a Commercial Spoken Personal Assistant INTERSPEECH 2019
Self-Regulated Interactive Sequence-to-Sequence Learning ACL 2019
A Bayesian Approach for Sequence Tagging with Crowds EMNLP 2019
A New Perspective on Pool-Based Active Classification and False-Discovery Control NIPS 2019
Cost Effective Active Search NIPS 2019
Correlation Clustering with Adaptive Similarity Queries NIPS 2019
Non-Asymptotic Pure Exploration by Solving Games NIPS 2019
Sampling Bias in Deep Active Classification: An Empirical Study EMNLP 2019
What's to Know? Uncertainty as a Guide to Asking Goal-Oriented Questions CVPR 2019
Finding Microaggressions in the Wild: A Case for Locating Elusive Phenomena in Social Media Posts EMNLP 2019
Iterative Projection and Matching: Finding Structure-Preserving Representatives and Its Application to Computer Vision CVPR 2019
Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications AAAI 2019
Learning Loss for Active Learning CVPR 2019
Thinking Outside the Pool: Active Training Image Creation for Relative Attributes CVPR 2019
Learning Nearest Neighbor Graphs from Noisy Distance Samples NIPS 2019
BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning NIPS 2019
Sequential Experimental Design for Transductive Linear Bandits NIPS 2019
Active multiple matrix completion with adaptive confidence sets AISTATS 2019
Active Ranking with Subset-wise Preferences AISTATS 2019
Multiscale Gaussian Process Level Set Estimation AISTATS 2019
Flattening a Hierarchical Clustering through Active Learning NIPS 2019