Changliang Zou
29 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0003-2943-7612
School of Statistics and Data Science, LEBPS, LPMC and KLMDASR, Nankai University
Publications
- Aggregating conformal prediction sets via α -allocation — Biometrika 2026 (name-matched, not ORCID-linked)
- ART: distribution-free and model-agnostic changepoint detection with finite-sample guarantees — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026
- Feedback-Enhanced Online Multiple Testing with Applications to Conformal Selection — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
- Model-Free Statistical Inference on High-Dimensional Data — Journal of the American Statistical Association 2025
- Semi-supervised distribution learning — Biometrika 2025
- Reliever: Relieving the Burden of Costly Model Fits for Changepoint Detection — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
- Large-Scale Two-Sample Comparison of Support Sets — Journal of the American Statistical Association 2024
- Low-Rank Matrix Estimation in the Presence of Change-Points — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
- Optimal Subsampling via Predictive Inference — Journal of the American Statistical Association 2024
- Selective conformal inference with false coverage-statement rate control — Biometrika 2024
- False Discovery Rate Control Under General Dependence By Symmetrized Data Aggregation — Journal of the American Statistical Association 2023
- Robust High-Dimensional Low-Rank Matrix Estimation: Optimal Rate and Data-Adaptive Tuning — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
- Threshold Selection in Feature Screening for Error Rate Control — Journal of the American Statistical Association 2023
- Data-driven selection of the number of change-points via error rate control — Journal of the American Statistical Association 2023
- Estimation of Low Rank High-Dimensional Multivariate Linear Models for Multi-Response Data — Journal of the American Statistical Association 2022
- Large-Scale Datastreams Surveillance via Pattern-Oriented-Sampling — Journal of the American Statistical Association 2022
- Consistent selection of the number of change-points via sample-splitting — The Annals of Statistics 2020
- Change-point detection in multinomial data with a large number of categories — The Annals of Statistics 2018
- Projection-based outlier detection in functional data — Biometrika 2017
- Multivariate-Sign-Based High-Dimensional Tests for the Two-Sample Location Problem — Journal of the American Statistical Association 2016
- Diagnostic studies in sufficient dimension reduction — Biometrika 2015
- Outlier detection for high-dimensional data — Biometrika 2015
- Multivariate sign-based high-dimensional tests for sphericity — Biometrika 2014
- Nonparametric maximum likelihood approach to multiple change-point problems — The Annals of Statistics 2014
- Likelihood-Based EWMA Charts for Monitoring Poisson Count Data With Time-Varying Sample Sizes — Journal of the American Statistical Association 2012
- Coordinate-independent sparse sufficient dimension reduction and variable selection — The Annals of Statistics 2010
- Multivariate Statistical Process Control Using LASSO — Journal of the American Statistical Association 2009
- Enhanced Localized Conformal Prediction with Imperfect Auxiliary Information — Journal of the American Statistical Association
- Optimal Model Selection for Conformalized Robust Optimization — Journal of the American Statistical Association