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#machine learning Preprint Sep 2026

When Does Synergy Help Active Feature Acquisition? A PID-Based Study

SynAFA, a state-dependent AFA policy that combines pairwise joint information and conditional information, with Partial Information Decomposition (PID) characterizing its information structure is introduced, with performance is heterogeneous.

Jie Li, M. Dhali, H. Bouma · 0 citations

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