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stat.ML2026

Goal-Oriented Influence-Maximizing Data Acquisition for Learning and Optimization

Weichi Yao, Bianca Dumitrascu, Bryan R. Goldsmith +1

Active data acquisition is central to many learning and optimization tasks in deep neural networks, yet remains challenging because most approaches rely on predictive uncertainty e…