Qunli Li

Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance

Recent studies on deep ensembles have identified the sharpness of the local minima of individual learners and the diversity of the ensemble members as key factors in improving test-time performance. Building on this, our study investigates the interplay between sharpness and diversity within deep en…