Research2026-05-05
Fair Dataset Distillation via Cross-Group Barycenter Alignment
Source: Arxiv CS.AI
arXiv:2605.00185v1 Announce Type: cross Abstract: Dataset Distillation aims to compress a large dataset into a small synthetic one while maintaining predictive performance. We show that as different demographic groups exhibit distinct predictive patterns, the distillation process struggles to...
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