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ENTITY Certifying Model Upgrades with Slice-Wise Non-Regression and Incumbent Fallback

Certifying Model Upgrades with Slice-Wise Non-Regression and Incumbent Fallback

PulseAugur coverage of Certifying Model Upgrades with Slice-Wise Non-Regression and Incumbent Fallback — every cluster mentioning Certifying Model Upgrades with Slice-Wise Non-Regression and Incumbent Fallback across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_254629 ·

    New research proposes slice-wise non-regression for certifying model upgrades

    A new research paper proposes a method for certifying model upgrades by ensuring that while an aggregate metric may improve, no critical downstream slices of data experience degradation. The proposed 'slice-wise non-reg…