Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance

Oct-10-2025, 21:47:17 GMT–Neural Information Processing Systems

Building on this, our study investigates the interplay between sharpness and diversity within deep ensembles, illustrating their crucial role in robust generalization to both in-distribution (ID) and out-of-distribution (OOD) data.

artificial intelligence, ensemble, machine learning, (19 more...)

Neural Information Processing Systems

Oct-10-2025, 21:47:17 GMT

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