Active Learning

Active Learning from Peers NeurIPS 2017 Active Positive Semidefinite Matrix Completion: Algorithms, Theory and Applications AISTATS 2017 Active Preference-Based Learning of Reward Functions RSS 2017 Active Sentiment Domain Adaptation ACL 2017 Adaptive Active Hypothesis Testing under Limited Information NeurIPS 2017 Adaptive Elicitation of Preferences under Uncertainty in Sequential Decision Making Problems IJCAI 2017 Adaptive Information Gathering via Imitation Learning RSS 2017 Adaptive Multiple-Arm Identification ICML 2017 A General Framework for Robust Interactive Learning NeurIPS 2017 Analyzing Well-Formedness of Syllables in Japanese Sign Language IJCNLP 2017 An efficient query learning algorithm for zero-suppressed binary decision diagrams ALT 2017 Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning JMLR 2017 A tool for extracting sense-disambiguated example sentences through user feedback EACL 2017 Automated Curriculum Learning for Neural Networks ICML 2017 Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity Annotation ACL 2017 Clustering with Noisy Queries NeurIPS 2017 COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints IJCAI 2017 Cost-Effective Active Learning from Diverse Labelers IJCAI 2017 CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles EMNLP 2017 Deep Bayesian Active Learning with Image Data ICML 2017 Detecting annotation noise in automatically labelled data ACL 2017 Diameter-Based Active Learning ICML 2017 Efficient Nonmyopic Active Search ICML 2017 Efficient Techniques for Crowdsourced Top-k Lists IJCAI 2017 Fastron: An Online Learning-Based Model and Active Learning Strategy for Proxy Collision Detection CoRL 2017