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stat.ML2026
Prediction-Powered Conditional Inference
Yang Sui, Jin Zhou, Hua Zhou +1
We study prediction-powered conditional inference in the setting where labeled data are scarce, unlabeled covariates are abundant, and a black-box machine-learning predictor is ava…
stat.ML2025
Multi-task Learning for Heterogeneous Data via Integrating Shared and Task-Specific Encodings
Yang Sui, Qi Xu, Yang Bai +1
Multi-task learning (MTL) has become an essential machine learning tool for addressing multiple learning tasks simultaneously and has been effectively applied across fields such as…