Hyperparameter Optimization
UQ-Guided Hyperparameter Optimization for Iterative Learners
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Machine Learning
Hyperparameter Optimization
🏢 North Carolina State University
Uncertainty-aware HPO boosts iterative learner performance by over 50%, reducing regret and exploration time via a novel UQ-guided scheme.