Skip to content
Log in
Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Lian-Hui You

View on Semantic Scholar

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning Preprint Sep 2026

SimplexUQ: An Evaluation Framework and Benchmark for Conformal Uncertainty on Simplex-Valued Predictions

Conformal prediction guarantees marginal coverage, but a single calibration threshold can still spread that coverage unevenly, over-covering easy regions and under-covering hard ones. SimplexUQ is, to our knowledge, the first benchmark and reproducible protocol for measuring this allocation problem on simplex-valued pr...

Lian-Hui You, He Shi, Dong-Wen Ou · 0 citations
#machine learning Preprint Sep 2026

Missingness-Aware Conformal Prediction Under Cross-Hospital Distribution Shift

A missingness-aware conformal calibration procedure for mortality prediction under cross-hospital distribution shift is proposed, which reduces the average worst-group coverage gap on its selected groups in all six settings, with a median reduction of 1.9 percentage points.

Lian-Hui You, Dong-Wen Ou, He Shi et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.