Changliang Zou

J. Mach. Learn. Res., 2024

CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control.

[BibT_eX]

[DOI]

CoRR, 2024

ByMI: Byzantine Machine Identification with False Discovery Rate Control.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Uncertainty Quantification for Data-Driven Change-Point Learning via Cross-Validation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Change-point testing for parallel data sets with FDR control.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., June, 2023

Robust High-Dimensional Low-Rank Matrix Estimation: Optimal Rate and Data-Adaptive Tuning.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

2022

Data-Driven Determination of the Number of Jumps in Regression Curves.

[BibT_eX]

[DOI]

Technometrics, 2022

AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2019

Robust multicategory support matrix machines.

[BibT_eX]

[DOI]

Math. Program., 2019

2018

Nonparametric Dynamic Curve Monitoring.

[BibT_eX]

[DOI]

Xuemin Zi

Technometrics, 2018

2017

Nonparametric Profile Monitoring using Dynamic Probability Control Limits.

[BibT_eX]

[DOI]

Wenwan Yang

Qual. Reliab. Eng. Int., 2017

An Area-based Methodology for the Monitoring of General Linear Profiles.

[BibT_eX]

[DOI]

Abed Motasemi

Adel Alaeddini

Qual. Reliab. Eng. Int., 2017

Comparison of a large number of regression curves.

[BibT_eX]

[DOI]

J. Multivar. Anal., 2017

A change point method for Phase II monitoring of generalized linear profiles.

[BibT_eX]

[DOI]

Commun. Stat. Simul. Comput., 2017

2016

Self-Starting Monitoring Scheme for Poisson Count Data With Varying Population Sizes.

[BibT_eX]

[DOI]

Technometrics, 2016

A Change-Point Approach for Phase-I Analysis in Multivariate Profile Monitoring and Diagnosis.

[BibT_eX]

[DOI]

Kamran Paynabar

Technometrics, 2016

A Distribution-Free Multivariate Control Chart.

[BibT_eX]

[DOI]

Nan Chen

Xuemin Zi

Technometrics, 2016

A simpler spatial-sign-based two-sample test for high-dimensional data.

[BibT_eX]

[DOI]

Yang Li

J. Multivar. Anal., 2016

2015

An Efficient Online Monitoring Method for High-Dimensional Data Streams.

[BibT_eX]

[DOI]

Technometrics, 2015

A Change Point Method for Monitoring Generalized Linear Profiles in Phase I.

[BibT_eX]

[DOI]

Qual. Reliab. Eng. Int., 2015

A general framework for monitoring complex processes with both in-control and out-of-control information.

[BibT_eX]

[DOI]

Chi Zhang

Comput. Ind. Eng., 2015

Phase I analysis of multivariate profiles based on regression adjustment.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2015

2014

Monitoring Correlated Profile and Multivariate Quality Characteristics.

[BibT_eX]

[DOI]

Amirhossein Amiri

Mohammad Hadi Doroudyan

Qual. Reliab. Eng. Int., 2014

Monitoring general linear profiles using simultaneous confidence sets schemes.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2014

2013

A necessary test for complete independence in high dimensions using rank-correlations.

[BibT_eX]

[DOI]

J. Multivar. Anal., 2013

2012

Outlier Detection in Functional Observations With Applications to Profile Monitoring.

[BibT_eX]

[DOI]

Guan Yu

Technometrics, 2012

On the consistency of coordinate-independent sparse estimation with BIC.

[BibT_eX]

[DOI]

Xin Chen

J. Multivar. Anal., 2012

Local Walsh-average regression.

[BibT_eX]

[DOI]

Long Feng

J. Multivar. Anal., 2012

LASSO-based multivariate linear profile monitoring.

[BibT_eX]

[DOI]

Xianghui Ning

Ann. Oper. Res., 2012

2011

A Multivariate Sign EWMA Control Chart.

[BibT_eX]

[DOI]

Technometrics, 2011

A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control.

[BibT_eX]

[DOI]

Wei Jiang

Technometrics, 2011

A New Chart for Detecting the Process Mean and Variability.

[BibT_eX]

[DOI]

Jiujun Zhang

Commun. Stat. Simul. Comput., 2011

An adaptive Shiryaev-Roberts procedure for monitoring dispersion.

[BibT_eX]

[DOI]

Jiujun Zhang

Comput. Ind. Eng., 2011

2010

Rejoinder.

[BibT_eX]

[DOI]

Technometrics, 2010

Nonparametric Profile Monitoring by Mixed Effects Modeling.

[BibT_eX]

[DOI]

Technometrics, 2010

A control chart based on likelihood ratio test for monitoring process mean and variability.

[BibT_eX]

[DOI]

Jiujun Zhang

Qual. Reliab. Eng. Int., 2010

2009

A new variable sampling control scheme at fixed times for monitoring the process dispersion.

[BibT_eX]

[DOI]

Qual. Reliab. Eng. Int., 2009

2008

Monitoring Profiles Based on Nonparametric Regression Methods.

[BibT_eX]

[DOI]

Technometrics, 2008

A Change Point Approach for Phase I Analysis in Multistage Processes.

[BibT_eX]

[DOI]

Yukun Liu

Technometrics, 2008

Monitoring autocorrelated processes using variable sampling schemes at fixed-times.

[BibT_eX]

[DOI]

Qual. Reliab. Eng. Int., 2008

2007

Monitoring General Linear Profiles Using Multivariate Exponentially Weighted Moving Average Schemes.

[BibT_eX]

[DOI]