Ruoyu Wang

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Data Distribution

Similarity Transformations

Top Venues

Comput. Stat. Data Anal.

J. Mach. Learn. Res.

Publications

Ruoyu Wang, Miaomiao Su, Qihua Wang
Distributed Nonparametric Regression Imputation for Missing Response Problems with Large-scale Data. J. Mach. Learn. Res. 24 (2023)
Mingyang Yi, Ruoyu Wang, Jiacheng Sun, Zhenguo Li, Zhi-Ming Ma
Breaking Correlation Shift via Conditional Invariant Regularizer. ICLR (2023)
Miaomiao Su, Ruoyu Wang, Qihua Wang
A two-stage optimal subsampling estimation for missing data problems with large-scale data. Comput. Stat. Data Anal. 173 (2022)
Ruoyu Wang, Mingyang Yi, Zhitang Chen, Shengyu Zhu
Out-of-distribution Generalization with Causal Invariant Transformations. CVPR (2022)
Ruoyu Wang, Mingyang Yi, Zhitang Chen, Shengyu Zhu
Out-of-distribution Generalization with Causal Invariant Transformations. CoRR (2022)
Mingyang Yi, Ruoyu Wang, Zhi-Ming Ma
Characterization of Excess Risk for Locally Strongly Convex Population Risk. NeurIPS (2022)
Mingyang Yi, Ruoyu Wang, Jiacheng Sun, Zhenguo Li, Zhi-Ming Ma
Improved OOD Generalization via Conditional Invariant Regularizer. CoRR (2022)
Qihua Wang, Miaomiao Su, Ruoyu Wang
A beyond multiple robust approach for missing response problem. Comput. Stat. Data Anal. 155 (2021)
Mingyang Yi, Ruoyu Wang, Zhi-Ming Ma
Non-Asymptotic Analysis of Excess Risk via Empirical Risk Landscape. CoRR (2020)