- Yapay Zeka · arxiv/cs.LG · 3 dk
Framework uses AI outputs as features, not proxies, for labeled data
Generative Augmented Inference treats LLM predictions as informative signals rather than direct substitutes, reducing human labeling needs by 75–90% across operations tasks.
17 Nisan 2026 Oku → → - Yapay Zeka · arxiv/cs.LG · 8 dk
Estimating classification ceiling without perfect labels
Ushio et al. show how to measure the theoretical best-case error rate in binary classification using imperfect soft labels and calibration techniques.
17 Nisan 2026 Oku → →