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Active Learning Uncertainty
Uncertainty for Active Learning on Graphs (ICML 2024)
2. Uncertainty Sampling in Active Learning
Active Learning using model uncertainty
Investigating the Consistency of Uncertainty Sampling in Deep Active Learning
Lecture 26: Active Learning for Network Training: Uncertainty Sampling and other approaches.
Deep Active Learning for Sequence Labeling Based on Diversity and Uncertainty in Gradient
Active Learning of Discrete-Time Dynamics for Uncertainty-Aware Model Predictive Control
Uncertainty-Based Active Learning for Reading Comprehension [TMLR]
Uncertainty Estimation for Language Reward Models (in 5 min)
Diverse Sampling Strategies for Active Learning on Satellite Imagery
Detailed Analysis
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Last Updated: August 15, 2026
Summary
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