Search Results for author: Xinran Miao

Found 3 papers, 2 papers with code

Assumption-lean and Data-adaptive Post-Prediction Inference

1 code implementation23 Nov 2023 Jiacheng Miao, Xinran Miao, Yixuan Wu, Jiwei Zhao, Qiongshi Lu

A primary challenge facing modern scientific research is the limited availability of gold-standard data which can be both costly and labor-intensive to obtain.

valid

Source data selection for out-of-domain generalization

no code implementations4 Feb 2022 Xinran Miao, Kris Sankaran

Models that perform out-of-domain generalization borrow knowledge from heterogeneous source data and apply it to a related but distinct target task.

Domain Generalization Transfer Learning

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