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M. Stewart

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#machine learning Preprint Jul 2025

Responsiveness Verification: Will Predictions Change? How Much? How Often?

This work develops algorithms to estimate responsiveness for any machine learning model, and a framework to specify broad classes of interaction models, and develops algorithms with statistical guarantees that support practical validation.

Harry Cheon, M. Stewart, Bogdan Kulynych et al. · 0 citations

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