[其他] ICML-Representation Matters Assessing the Importance of Subgroup Allocation ... [推广有奖]

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发表于 2025-7-27 18:10:49 |AI写论文

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Representation Matters:
   Assessing the Importance of Subgroup Allocations in Training Data

         Esther Rolf 1 Theodora Worledge 1 Benjamin Recht 1 Michael I. Jordan 1 2

         Abstract                Our work aims to develop a general unifying perspective
                                 on the way that dataset composition affects outcomes of
Collecting more diverse and representative train-
                                 machine learning systems. We focus on dataset ...