[其他] ICML-Rissanen Data Analysis Examining Dataset Characteristics via Descripti ... [推广有奖]

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发表于 2025-7-27 14:28:08 |AI写论文

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Rissanen Data Analysis:
      Examining Dataset Characteristics via Description Length

               Ethan Perez 1 Douwe Kiela 2 Kyunghyun Cho 1 3

         Abstract
We introduce a method to determine if a certain
capability helps to achieve an accurate model of
given data. We view labels as being generated          1          2
from the inputs by a program composed of
subroutines with different capabilities, and we
posit that a subroutine is useful if and only  ...