Active Learning

Active multi-fidelity Bayesian online changepoint detection UAI 2021 Active Online Learning with Hidden Shifting Domains AISTATS 2021 Active Testing: Sample-Efficient Model Evaluation ICML 2021 Active Universal Domain Adaptation ICCV 2021 Adaptive Sampling for Estimating Distributions: A Bayesian Upper Confidence Bound Approach L4DC 2021 Adaptive Sampling for Minimax Fair Classification NeurIPS 2021 Adaptive Teaching of Temporal Logic Formulas to Preference-based Learners AAAI 2021 Adaptivity in Adaptive Submodularity COLT 2021 Adversarial Online Learning with Changing Action Sets: Efficient Algorithms with Approximate Regret Bounds ALT 2021 A Gaussian Process-Bayesian Bernoulli Mixture Model for Multi-Label Active Learning NeurIPS 2021 Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution Alignment AAAI 2021 A Human-machine Collaborative Framework for Evaluating Malevolence in Dialogues ACL 2021 A Hybrid Bandit Framework for Diversified Recommendation AAAI 2021 AI-Assisted Scientific Data Collection with Iterative Human Feedback AAAI 2021 An Efficient Algorithm for Cooperative Semi-Bandits ALT 2021 An Information-Theoretic Framework for Unifying Active Learning Problems AAAI 2021 ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation ACL 2021 Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval With Partial Query ICCV 2021 Asking the Right Questions: Learning Interpretable Action Models Through Query Answering AAAI 2021 Asymptotically Optimal Strategies For Combinatorial Semi-Bandits in Polynomial Time ALT 2021 Asynchronous Active Learning with Distributed Label Querying IJCAI 2021 Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance ALT 2021 Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit Interspeech 2021 Automatic Optimal Multi-Agent Path Finding Algorithm Selector (Student Abstract) AAAI 2021 Bandit Linear Optimization for Sequential Decision Making and Extensive-Form Games AAAI 2021