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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 Heteroscedastic Regression ICML 2017
An efficient query learning algorithm for zero-suppressed binary decision diagrams ALT 2017
Active Learning for Cost-Sensitive Classification ICML 2017
Learning how to Active Learn: A Deep Reinforcement Learning Approach EMNLP 2017
Active Learning for Black-Box Semantic Role Labeling with Neural Factors IJCAI 2017
Iterative Machine Teaching ICML 2017
Active Sentiment Domain Adaptation ACL 2017
Active Learning for Top-$K$ Rank Aggregation from Noisy Comparisons ICML 2017
Personalizing Gesture Recognition Using Hierarchical Bayesian Neural Networks CVPR 2017
Detecting annotation noise in automatically labelled data ACL 2017
CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles EMNLP 2017
Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary ACL 2017
Active Learning for Accurate Estimation of Linear Models ICML 2017
Diameter-Based Active Learning ICML 2017
Joint Optimization of User-desired Content in Multi-document Summaries by Learning from User Feedback ACL 2017
Lean Crowdsourcing: Combining Humans and Machines in an Online System CVPR 2017
Active Exploration for Learning Symbolic Representations NIPS 2017
Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning JMLR 2017
Analyzing Well-Formedness of Syllables in Japanese Sign Language IJCNLP 2017
Unsupervised Sequential Sensor Acquisition AISTATS 2017
Mining Object Parts From CNNs via Active Question-Answering CVPR 2017
Online Multitask Relative Similarity Learning IJCAI 2017
Knowledge Acquisition for Visual Question Answering via Iterative Querying CVPR 2017
Fastron: An Online Learning-Based Model and Active Learning Strategy for Proxy Collision Detection CORL 2017
Opportunistic Active Learning for Grounding Natural Language Descriptions CORL 2017