Active Learning

Active Learning in the Geometric Block Model AAAI 2020 Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation ICML 2020 Active Learning with Query Generation for Cost-Effective Text Classification AAAI 2020 Active Local Learning COLT 2020 Actively Learning Gaussian Process Dynamics L4DC 2020 ActiveMoCap: Optimized Viewpoint Selection for Active Human Motion Capture CVPR 2020 Active Model Estimation in Markov Decision Processes UAI 2020 Active Ordinal Querying for Tuplewise Similarity Learning AAAI 2020 Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space EMNLP 2020 Active Structure Learning of Causal DAGs via Directed Clique Trees NeurIPS 2020 Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction EMNLP 2020 ActiveThief: Model Extraction Using Active Learning and Unannotated Public Data AAAI 2020 Adaptive Experimental Design with Temporal Interference: A Maximum Likelihood Approach NeurIPS 2020 Adaptive Exploration in Linear Contextual Bandit AISTATS 2020 Adaptive Region-Based Active Learning ICML 2020 Adaptive Submodular Maximization under Stochastic Item Costs COLT 2020 Adversarial Sampling for Active Learning WACV 2020 A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection AAAI 2020 ALICE: Active Learning with Contrastive Natural Language Explanations EMNLP 2020 A Multitask Active Learning Framework for Natural Language Understanding COLING 2020 An Imitation Game for Learning Semantic Parsers from User Interaction EMNLP 2020 Annobot: Platform for Annotating and Creating Datasets through Conversation with a Chatbot COLING 2020 Asking the Right Questions to the Right Users: Active Learning with Imperfect Oracles AAAI 2020 A Smart System to Generate and Validate Question Answer Pairs for COVID-19 Literature EMNLP 2020 A State-independent and Time-evolving Network for Early Rumor Detection in Social Media EMNLP 2020