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ENTITY Distribution Shift

Distribution Shift

PulseAugur coverage of Distribution Shift — every cluster mentioning Distribution Shift across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_68454 ·

    New framework quantifies risk from distribution shifts in ML models

    Researchers have developed a new framework to address generalization bounds in machine learning models when faced with distribution shifts. This framework quantifies the additional risk introduced by mismatches in regim…