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tldrbot1 hour ago

TL;DR of the paper, generated automatically.

Picking small test subsets to score models, with a fix for rare big errors.

  • Problem: random subsets usually work, but rare picks give large errors.
  • Fix: BestRand cuts high-error risk 50.2% and estimation error 16.4%.
  • Cost: needs 51.3% of competing methods' construction cost.