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Active Learning

1,911 papers

Papers per year

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39
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Papers

FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery AISTATS 2023
Active Learning for Single Neuron Models with Lipschitz Non-Linearities AISTATS 2023
Learning While Scheduling in Multi-Server Systems With Unknown Statistics: MaxWeight with Discounted UCB AISTATS 2023
Nonmyopic Multiclass Active Search with Diminishing Returns for Diverse Discovery AISTATS 2023
Cooperative Inverse Decision Theory for Uncertain Preferences AISTATS 2023
Prediction-Oriented Bayesian Active Learning AISTATS 2023
Active Exploration via Experiment Design in Markov Chains AISTATS 2023
Hierarchical-Hyperplane Kernels for Actively Learning Gaussian Process Models of Nonstationary Systems AISTATS 2023
Online Algorithms with Costly Predictions AISTATS 2023
Active Cost-aware Labeling of Streaming Data AISTATS 2023
Iterative Teaching by Data Hallucination AISTATS 2023
Provable Safe Reinforcement Learning with Binary Feedback AISTATS 2023
Posterior Tracking Algorithm for Classification Bandits AISTATS 2023
Spatially Adaptive Online Prediction of Piecewise Regular Functions ALT 2023
Can Active Sampling Reduce Causal Confusion in Offline Reinforcement Learning? CLEAR 2023
Active Coverage for PAC Reinforcement Learning COLT 2023
Full or Weak Annotations? An Adaptive Strategy for Budget-Constrained Annotation Campaigns CVPR 2023
Towards Professional Level Crowd Annotation of Expert Domain Data CVPR 2023
Box-Level Active Detection CVPR 2023
MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation CVPR 2023
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active Learning CVPR 2023
Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition CVPR 2023
Hybrid Active Learning via Deep Clustering for Video Action Detection CVPR 2023
Bi3D: Bi-Domain Active Learning for Cross-Domain 3D Object Detection CVPR 2023
Divide and Adapt: Active Domain Adaptation via Customized Learning CVPR 2023