New conformal prediction method handles missing data with tree embeddings

Researchers introduce a mask-adaptive conformal prediction approach using tree embeddings to maintain finite-sample coverage guarantees under general missing data mechanisms.

Read the full story at arXiv stat.ML ↗

Timeline · 1 report

1. 2026-11-03 05:00 · arXiv stat.ML
   Beyond Imputation: Mask-Adaptive Conformal Prediction via Tree Embeddings on General Missing Data Mechanisms