Beomjun Kim, Jaehwan Kim, Kangyeon Kim, Sunwoo Kim, and Heejin Ahn propose a computationally efficient method for quantifying dataset quality that measures how well a dataset covers the input probability distribution to minimize out-of-distribution inputs.

Authors

• Person: Samuel Tesfazgi, Leonhard Sprandl, Sandra Hirche Organization: AISTATS
  Track: Poster Session 3 - aistats 2026

Sources

• Track: Poster Session 3 - aistats 2026 virtual.aistats.org Samuel Tesfazgi, Leonhard Sprandl, Sandra Hirche · AISTATS via serper

Referenced by nodes (1)

• Out-of-Distribution concept