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Active Learning

1885 directly classified papers

Papers per year

Papers

Interactive Learning with Proactive Cognition Enhancement for Crowd Workers AAAI 2020
A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection AAAI 2020
Human-Machine Collaboration for Fast Land Cover Mapping AAAI 2020
Cost-Accuracy Aware Adaptive Labeling for Active Learning AAAI 2020
Bounds and Complexity Results for Learning Coalition-Based Interaction Functions in Networked Social Systems AAAI 2020
Active Ordinal Querying for Tuplewise Similarity Learning AAAI 2020
Asking the Right Questions to the Right Users: Active Learning with Imperfect Oracles AAAI 2020
AutoDAL: Distributed Active Learning with Automatic Hyperparameter Selection AAAI 2020
Active Learning in the Geometric Block Model AAAI 2020
Learning Query Inseparable εℒℋ Ontologies AAAI 2020
Interactive Construction of User-Centric Dictionary for Text Analytics ACL 2020
A State-independent and Time-evolving Network for Early Rumor Detection in Social Media EMNLP 2020
Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction EMNLP 2020
Top-Rank-Focused Adaptive Vote Collection for the Evaluation of Domain-Specific Semantic Models EMNLP 2020
ActiveMoCap: Optimized Viewpoint Selection for Active Human Motion Capture CVPR 2020
ViewAL: Active Learning With Viewpoint Entropy for Semantic Segmentation CVPR 2020
Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision CVPR 2020
Fourier Sparse Leverage Scores and Approximate Kernel Learning NIPS 2020
Probabilistic Active Meta-Learning NIPS 2020
Active Structure Learning of Causal DAGs via Directed Clique Trees NIPS 2020
Thompson Sampling for Unsupervised Sequential Selection ACML 2020
MetAL: Active Semi-Supervised Learning on Graphs via Meta-Learning ACML 2020
Boosting-Based Reliable Model Reuse ACML 2020
Exact Passive-Aggressive Algorithms for Multiclass Classification Using Bandit Feedbacks ACML 2020
Localized Learning of Robust Controllers for Networked Systems with Dynamic Topology L4DC 2020