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ENTITY The Price of Correlated Tests: How Strict Should a Model Release Gate Be?

The Price of Correlated Tests: How Strict Should a Model Release Gate Be?

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  1. TOOL · CL_275539 ·

    New research proposes optimized release gates for ML models

    A new paper proposes a framework for optimizing the strictness of release gates for machine learning models. The research suggests that requiring all automated tests to pass can be overly cautious, leading to the reject…