1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ML2023
Conformal Inference for Invariant Risk Minimization
Wenlu Tang, Zicheng Liu
The application of machine learning models can be significantly impeded by the occurrence of distributional shifts, as the assumption of homogeneity between the population of train…
stat.ML2022★ 1 cited
Nonparametric Quantile Regression: Non-Crossing Constraints and Conformal Prediction
Wenlu Tang, Guohao Shen, Yuanyuan Lin +1
We propose a nonparametric quantile regression method using deep neural networks with a rectified linear unit penalty function to avoid quantile crossing. This penalty function is…
stat.ME2021
Combining case-control studies for identifiability and efficiency improvement in logistic regression
Wenlu Tang, Yuanyuan Lin, Linlin Dai +1
Can two separate case-control studies, one about Hepatitis disease and the other about Fibrosis, for example, be combined together? It would be hugely beneficial if two or more sep…