6 citations · 8 across the 7 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2026
Plug-In Classification of Drift Functions in Diffusion Processes Using Neural Networks
Yuzhen Zhao, Jiarong Fan, Yating Liu
We study supervised multiclass classification for diffusion processes, where each class is characterized by a distinct drift function and trajectories are observed at discrete time…
stat.ML2025
Weighted Conformal Prediction Provides Adaptive and Valid Mask-Conditional Coverage for General Missing Data Mechanisms
Jiarong Fan, Juhyun Park. Thi Phuong Thuy Vo, Nicolas Brunel
Conformal prediction (CP) offers a principled framework for uncertainty quantification, but it fails to guarantee coverage when faced with missing covariates. In addressing the het…