Active Learning

Gradient-free Online Learning in Continuous Games with Delayed Rewards ICML 2020 Graph Policy Network for Transferable Active Learning on Graphs NeurIPS 2020 Heart Failure Education of African American and Hispanic/Latino Patients: Data Collection and Analysis ACL 2020 High-contrast “gaudy” images improve the training of deep neural network models of visual cortex NeurIPS 2020 HUMAN: Hierarchical Universal Modular ANnotator EMNLP 2020 Human-Machine Collaboration for Fast Land Cover Mapping AAAI 2020 Information-theoretic Task Selection for Meta-Reinforcement Learning NeurIPS 2020 Interactive Classification by Asking Informative Questions ACL 2020 Interactive Construction of User-Centric Dictionary for Text Analytics ACL 2020 Interactive Learning of a Dynamic Structure ALT 2020 Interactive Learning with Proactive Cognition Enhancement for Crowd Workers AAAI 2020 Interactive Rare-Category-of-Interest Mining from Large Datasets AAAI 2020 Interactive Refinement of Cross-Lingual Word Embeddings EMNLP 2020 Interactive Task Learning from GUI-Grounded Natural Language Instructions and Demonstrations ACL 2020 Learning for Safety-Critical Control with Control Barrier Functions L4DC 2020 Learning Human Objectives by Evaluating Hypothetical Behavior ICML 2020 Learning in the Wild with Incremental Skeptical Gaussian Processes IJCAI 2020 Learning Query Inseparable εℒℋ Ontologies AAAI 2020 Learning Structured Representations of Entity Names using Active Learning and Weak Supervision EMNLP 2020 Learning the Valuations of a k-demand Agent ICML 2020 Learning to Auto Weight: Entirely Data-Driven and Highly Efficient Weighting Framework AAAI 2020 Learning URI Selection Criteria to Improve the Crawling of Linked Open Data (Extended Abstract) IJCAI 2020 Less Is Better: Unweighted Data Subsampling via Influence Function AAAI 2020 Localized Learning of Robust Controllers for Networked Systems with Dynamic Topology L4DC 2020 Merging Weak and Active Supervision for Semantic Parsing AAAI 2020