Yajun Mei

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All published works

Action	Title	Year	Authors
+	Quickest Detection in High-Dimensional Linear Regression Models via Implicit Regularization	2024	Qunzhi Xu Yi Yu Yajun Mei
+	Directional false discovery rate control in large-scale multiple comparisons	2024	Wenjuan Liang Dongdong Xiang Yajun Mei Wendong Li
+ PDF Chat	Cost-efficient fixed-width confidence intervals for the difference of two Bernoulli proportions	2023	Ignacio Erazo David Goldsman Yajun Mei
+	Robust High-Dimensional Linear Discriminant Analysis under Training Data Contamination	2023	Yuyang Shi Aditya Deshmukh Yajun Mei Venugopal V. Veeravalli
+ PDF Chat	Active learning-based multistage sequential decision-making model with application on common bile duct stone evaluation	2023	Hongzhen Tian Reuven Zev Cohen Chuck Zhang Yajun Mei
+	Pivotal Estimation of Linear Discriminant Analysis in High Dimensions	2023	Ethan X. Fang Yajun Mei Yuyang Shi Qunzhi Xu Tuo Zhao
+	Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process with Uncertainty Quantification	2023	Zichong Li Qunzhi Xu Zhenghao Xu Yajun Mei Tuo Zhao Hongyuan Zha
+	Adaptive Partially Observed Sequential Change Detection and Isolation	2022	Xinyu Zhao Jiuyun Hu Yajun Mei Hao Yan
+ PDF Chat	Adaptive resources allocation CUSUM for binomial count data monitoring with application to COVID-19 hotspot detection	2022	Jiuyun Hu Yajun Mei Sarah Holte Hao Yan
+ PDF Chat	Hot-spots detection in count data by Poisson assisted smooth sparse tensor decomposition	2022	Yujie Zhao Xiaoming Huo Yajun Mei
+ PDF Chat	Implicit Regularization Properties of Variance Reduced Stochastic Mirror Descent	2022	Yiling Luo Xiaoming Huo Yajun Mei
+ PDF Chat	The Directional Bias Helps Stochastic Gradient Descent to Generalize in Kernel Regression Models	2022	Yiling Luo Xiaoming Huo Yajun Mei
+ PDF Chat	Bandit Change-Point Detection for Real-Time Monitoring High-Dimensional Data Under Sampling Control	2022	Wanrong Zhang Yajun Mei
+ PDF Chat	Robust change detection for large-scale data streams	2022	Ruizhi Zhang Yajun Mei Jianjun Shi
+	Active Learning-Based Multistage Sequential Decision-Making Model with Application on Common Bile Duct Stone Evaluation	2022	Hongzhen Tian Reuven Zev Cohen Chuck Zhang Yajun Mei
+	Private Sequential Hypothesis Testing for Statisticians: Privacy, Error Rates, and Sample Size	2022	Wanrong Zhang Yajun Mei Rachel Cummings
+	Cost-Efficient Fixed-Width Confidence Intervals for the Difference of Two Bernoulli Proportions	2022	Ignacio Erazo David Goldsman Yajun Mei
+	Adaptive Resources Allocation CUSUM for Binomial Count Data Monitoring with Application to COVID-19 Hotspot Detection	2022	Jiuyun Hu Yajun Mei Sarah Holte Hao Yan
+	Adaptive Partially-Observed Sequential Change Detection and Isolation	2022	Xinyu Zhao Jiuyun Hu Yajun Mei Hao Yan
+	Covariance Estimators for the ROOT-SGD Algorithm in Online Learning	2022	Yiling Luo Xiaoming Huo Yajun Mei
+	Identification of Underlying Dynamic System from Noisy Data with Splines	2021	Yujie Zhao Xiaoming Huo Yajun Mei
+	Asymptotic Theory of 𝓁 1 -Regularized PDE Identification from a Single Noisy Trajectory.	2021	Yuchen He Namjoon Suh Xiaoming Huo Sung Ha Kang Yajun Mei
+	Rapid detection of hot-spots via tensor decomposition with applications to crime rate data	2021	Yujie Zhao Hao Yan Sarah Holte Yajun Mei
+	Rapid Detection of Hot-Spot by Tensor Decomposition with Application to Weekly Gonorrhea Data	2021	Yujie Zhao Hao Yan Sarah Holte Roxanne P. Kerani Yajun Mei
+	Single and Multiple Change-Point Detection with Differential Privacy	2021	Wanrong Zhang Sara Krehbiel Rui Tuo Yajun Mei Rachel Cummings
+	Identification of Partial-Differential-Equations-Based Models from Noisy Data via Splines	2021	Yujie Zhao Xiaoming Huo Yajun Mei
+	Asymptotic Theory of $\ell_1$-Regularized PDE Identification from a Single Noisy Trajectory	2021	Yuchen He Namjoon Suh Xiaoming Huo Sungha Kang Yajun Mei
+	Robustness and Tractability for Non-convex M-estimators	2020	Ruizhi Zhang Yajun Mei Jianjun Shi Huan Xu
+	Nonparametric monitoring of multivariate data via KNN learning	2020	Wendong Li Chi Zhang Fugee Tsung Yajun Mei
+	Second-Order Asymptotically Optimal Change-point Detection Algorithm with Sampling Control	2020	Qunzhi Xu Yajun Mei George V. Moustakides
+	Rapid Detection of Hot-spot by Tensor Decomposition with Application to Weekly Gonorrhea Data	2020	Yujie Zhao Hao Yan Sarah Holte Roxanne P. Kerani Yajun Mei
+	Rapid Detection of Hot-spots via Tensor Decomposition with applications to Crime Rate Data	2020	Yujie Zhao Hao Yan Sarah Holte Yajun Mei
+	Bandit Change-Point Detection for Real-Time Monitoring High-Dimensional Data Under Sampling Control	2020	Wanrong Zhang Yajun Mei
+	Robust real-time monitoring of high-dimensional data streams	2019	Ruizhi Zhang Yajun Mei Jianjun Shi
+	Tandem-width sequential confidence intervals for a Bernoulli proportion	2019	Tony Yaacoub David Goldsman Yajun Mei George V. Moustakides
+	High Dimensional Process Monitoring Using Robust Sparse Probabilistic Principal Component Analysis	2019	Mohammad Nabhan Yajun Mei Jianjun Shi
+	Robustness and Tractability for Non-convex M-estimators	2019	Ruizhi Zhang Yajun Mei Jianjun Shi Huan Xu
+	Learning the Treatment Effects on FTIR Signals Subject to Multiple Sources of Uncertainties	2019	Hongzhen Tian Andi Wang Jialei Chen Xuzhou Jiang Jianjun Shi Chuck Zhang Yajun Mei Ben Wang
+	Robust Change Detection for Large-Scale Data Streams	2019	Ruizhi Zhang Yajun Mei Jianjun Shi
+	Optimal Stopping for Interval Estimation in Bernoulli Trials	2018	Tony Yaacoub George V. Moustakides Yajun Mei
+	Asymptotic statistical properties of communication-efficient quickest detection schemes in sensor networks	2018	Ruizhi Zhang Yajun Mei
+	Differentially Private Change-Point Detection	2018	Rachel Cummings Sara Krehbiel Yajun Mei Rui Tuo Wanrong Zhang
+ PDF Chat	Search for evergreens in science: A functional data analysis	2017	Ruizhi Zhang Jian Wang Yajun Mei
+ PDF Chat	Scalable SUM-Shrinkage Schemes for Distributed Monitoring Large-Scale Data Streams	2017	Yajun Mei Kun Liu Ruizhi Zhang
+	Optimal Stopping for Interval Estimation in Bernoulli Trials	2017	Tony Yaacoub George V. Moustakides Yajun Mei
+ PDF Chat	Symmetric directional false discovery rate control	2016	Sarah Holte Eva K. Lee Yajun Mei
+	Scalable SUM-Shrinkage Schemes for Distributed Monitoring Large-Scale Data Streams	2016	K. Liu Ruizhi Zhang Yajun Mei
+	Thresholded Multivariate Principal Component Analysis for Multi-channel Profile Monitoring	2016	Yuan Wang Kamran Paynabar Yajun Mei
+ PDF Chat	Effect of bivariate data’s correlation on sequential tests of circular error probability	2015	Li Yan Yajun Mei
+ PDF Chat	Large-Scale Multi-Stream Quickest Change Detection via Shrinkage Post-Change Estimation	2015	Yuan Wang Yajun Mei
+	Quickest Change Detection and Kullback-Leibler Divergence for Two-State Hidden Markov Models	2015	Cheng–Der Fuh Yajun Mei
+	Quickest change detection and Kullback-Leibler divergence for two-state hidden Markov models	2015	Cheng–Der Fuh Yajun Mei
+	An Adaptive Sampling Strategy for Online High-Dimensional Process Monitoring	2014	Kaibo Liu Yajun Mei Jianjun Shi
+	Online parallel monitoring via hard-thresholding post-change estimation	2014	Yuan Wang Yajun Mei
+	Monitoring Multiple Data Streams via Shrinkage Post-Change Estimation	2013	Yuan Wang Yajun Mei
+	Discussion on “Change-Points: From Sequential Detection to Biology and Back” by David O. Siegmund	2013	Yajun Mei
+	Quantization Effect on the Log-Likelihood Ratio and Its Application to Decentralized Sequential Detection	2013	Yan Wang Yajun Mei
+	A Multistage Procedure for Decentralized Sequential Multi-Hypothesis Testing Problems	2012	Yan Wang Yajun Mei
+ PDF Chat	Asymptotic Optimality Theory for Decentralized Sequential Multihypothesis Testing Problems	2011	Yan Wang Yajun Mei
+	Early detection of a change in Poisson rate after accounting for population size effects	2011	Yajun Mei Sung Won Han Kwok‐Leung Tsui
+	Discussion on “Quickest Detection Problems: Fifty Years Later” by Albert N. Shiryaev	2010	Yajun Mei
+	Cusum Charts for Multivariate Monitoring and Forecasting	2010	Kwok‐Leung Tsui Wei Jiang Yajun Mei
+ PDF Chat	Decentralized multihypothesis sequential detection	2010	Yan Wang Yajun Mei
+	Efficient scalable schemes for monitoring a large number of data streams	2010	Yajun Mei
+	Decentralized Multihypothesis Sequential Detection	2010	Yan Wang Yajun Mei
+ PDF Chat	Decentralized two-sided sequential tests for A normal mean	2009	Yan Wang Yajun Mei
+	Decentralized Two-Sided Sequential Tests for A Normal Mean	2009	Yan Wang Yajun Mei
+	Sample Size Calculation for the van Elteren Test Adjusting for Ties	2008	Yan D. Zhao Dewi Rahardja Yajun Mei
+	Author's Responses	2008	Yajun Mei
+ PDF Chat	Comments on “A note on optimal detection of a change in distribution,” by Benjamin Yakir	2006	Yajun Mei
+ PDF Chat	Sequential change-point detection when unknown parameters are present in the pre-change distribution	2006	Yajun Mei
+	SUBOPTIMAL PROPERTIES OF PAGE'S CUSUM AND SHIRYAYEV-ROBERTS PROCEDURES IN CHANGE-POINT PROBLEMS WITH DEPENDENT OBSERVATIONS	2006	Yajun Mei
+ PDF Chat	Information Bounds and Quickest Change Detection in Decentralized Decision Systems	2005	Yajun Mei
+	Information bounds and asymptotically optimal procedures for detecting changes in decentralized decision systems	2004	Yajun Mei
+	Asymptotically optimal methods for sequential change-point detection	2003	Yajun Mei

Common Coauthors

Coauthor	Papers Together
Xiaoming Huo	8
Jianjun Shi	8
Hao Yan	8
Sarah Holte	7
Yujie Zhao	6
Ruizhi Zhang	5
Wanrong Zhang	5
George V. Moustakides	4
Yan Wang	4
Qunzhi Xu	4
David Goldsman	3
Chuck Zhang	3
Rachel Cummings	3
Tony Yaacoub	3
Yuchen He	2
Namjoon Suh	2
Jiuyun Hu	2
Cheng–Der Fuh	2
Rui Tuo	2
Wendong Li	2
Huan Xu	2
Sara Krehbiel	2
Tuo Zhao	2
Kwok‐Leung Tsui	2
Ignacio Erazo	2
Roxanne P. Kerani	2
Ruizhi Zhang	2
Ruizhi Zhang	2
Reuven Zev Cohen	2
Jiuyun Hu	2
Yiling Luo	2
Hongzhen Tian	2
Yuyang Shi	2
Yuan Wang	1
Jian Wang	1
Yi Yu	1
Xinyu Zhao	1
Wei Jiang	1
Zhenghao Xu	1
Li Yan	1
Wenjuan Liang	1
Yan Wang	1
Xinyu Zhao	1
Ethan X. Fang	1
Zichong Li	1
Sungha Kang	1
Sung Won Han	1
Kaibo Liu	1
Yan Wang	1
Yujie Zhao	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Procedures for Reacting to a Change in Distribution	1971	G. Lorden	25
+	On Optimum Methods in Quickest Detection Problems	1963	Albert N. Shiryaev	17
+	Efficient scalable schemes for monitoring a large number of data streams	2010	Yajun Mei	12
+ PDF Chat	Asymptotically Optimum Sequential Inference and Design	1963	J. Kiefer J. Sacks	11
+	Multivariate Statistical Process Control Using LASSO	2009	Changliang Zou Peihua Qiu	9
+	Sequential multi-sensor change-point detection	2013	Yao Xie David Siegmund	9
+	Information bounds and quick detection of parameter changes in stochastic systems	1998	Tze Leung Lai	9
+ PDF Chat	Information Bounds and Quickest Change Detection in Decentralized Decision Systems	2005	Yajun Mei	9
+	Sequential Changepoint Detection in Quality Control and Dynamical Systems	1995	Tze Leung Lai	7
+	An Adaptive Sampling Strategy for Online High-Dimensional Process Monitoring	2014	Kaibo Liu Yajun Mei Jianjun Shi	7
+ PDF Chat	Using the Generalized Likelihood Ratio Statistic for Sequential Detection of a Change-Point	1995	David Siegmund E. S. Venkatraman	7
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	6
+	Modern statistical estimation via oracle inequalities	2006	Emmanuel J. Candès	6
+	SEQUENTIAL ANALYSIS: SOME CLASSICAL PROBLEMS AND NEW CHALLENGES	2001	Tze Leung Lai	6
+	Detection of intrusions in information systems by sequential change-point methods	2005	Alexander G. Tartakovsky B. L. Rozovskiĭ Rudolf B. Blažek Hongjoong Kim	6
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	5
+	Regression Adjustment for Variables in Multivariate Quality Control	1993	Douglas M. Hawkins	5
+ PDF Chat	Change-Point Detection for High-Dimensional Time Series With Missing Data	2012	Yao Xie Jiaji Huang Rebecca Willett	5
+	Image-Based Process Monitoring Using Low-Rank Tensor Decomposition	2014	Hao Yan Kamran Paynabar Jianjun Shi	5
+ PDF Chat	Large-Scale Multi-Stream Quickest Change Detection via Shrinkage Post-Change Estimation	2015	Yuan Wang Yajun Mei	5
+	A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems	2009	Amir Beck Marc Teboulle	5
+ PDF Chat	Decision Theoretic Optimality of the Cusum Procedure	1990	Ya’acov Ritov	5
+	Approximate is Better than “Exact” for Interval Estimation of Binomial Proportions	1998	Alan Agresti Brent A. Coull	4
+	Ideal spatial adaptation by wavelet shrinkage	1994	David L. Donoho Iain M. Johnstone	4
+ PDF Chat	An iterative thresholding algorithm for linear inverse problems with a sparsity constraint	2004	Ingrid Daubechies Michel Defrise Christine De Mol	4
+	Regularization Paths for Generalized Linear Models via Coordinate Descent.	2010	Jerome H. Friedman Trevor Hastie Rob Tibshirani	4
+ PDF Chat	Scalable SUM-Shrinkage Schemes for Distributed Monitoring Large-Scale Data Streams	2017	Yajun Mei Kun Liu Ruizhi Zhang	4
+	Multihypothesis sequential probability ratio tests. II. Accurate asymptotic expansions for the expected sample size	2000	Vladimir Dragalin Alexander G. Tartakovsky Venugopal V. Veeravalli	4
+	Fixed-Width Sequential Confidence Intervals for a Proportion	2010	Jesse Frey	4
+	Multivariate statistical process control of batch processes based on three-way models	2000	D.J. Louwerse Age K. Smilde	4
+	LASSO-based multivariate linear profile monitoring	2010	Changliang Zou Xianghui Ning Fugee Tsung	4
+	An efficient algorithm for a class of fused lasso problems	2010	Jun Liu Lei Yuan Jieping Ye	4
+	Multihypothesis sequential probability ratio tests .I. Asymptotic optimality	1999	V.P. Draglia Alexander G. Tartakovsky Venugopal V. Veeravalli	4
+	Optimal sequential detection in multi-stream data	2017	Hock Peng Chan	4
+	Quickest Change Detection and Kullback-Leibler Divergence for Two-State Hidden Markov Models	2015	Cheng–Der Fuh Yajun Mei	3
+	Quickest detection for sequential decentralized decision systems	1996	Roan Crow S.C. Schwartz	3
+ PDF Chat	Confidence Intervals for a binomial proportion and asymptotic expansions	2002	Lawrence D. Brown Tommaso Cai Anirban Dasgupta	3
+ PDF Chat	A sequential procedure for multihypothesis testing	1994	C.W. Baum Venugopal V. Veeravalli	3
+ PDF Chat	Sparsity and Smoothness Via the Fused Lasso	2004	Robert Tibshirani Michael A. Saunders Saharon Rosset Ji Zhu Keith Knight	3
+	Fixed-width confidence sequences for the normal mean and the binomial probability	1998	Rasul A. Khan	3
+	The Determination of the Order of an Autoregression	1979	E. J. Hannan Barry G. Quinn	3
+	Multivariate CUSUM Quality-Control Procedures	1985	William H. Woodall Matoteng M. Ncube	3
+	Censoring sensors: a low-communication-rate scheme for distributed detection	1996	Constantino Rago Peter Willett Yaakov Bar‐Shalom	3
+	Two-sided confidence intervals for the single proportion: comparison of seven methods	1998	Robert G. Newcombe	3
+ PDF Chat	A Robust Surveillance Scheme for Stochastically Ordered Alternatives	1995	Louis Gordon Moshe Pollak	3
+ PDF Chat	On Optimal Quantization Rules for Some Problems in Sequential Decentralized Detection	2008	XuanLong Nguyen Martin J. Wainwright Michael I. Jordan	3
+	Early detection of a change in Poisson rate after accounting for population size effects	2011	Yajun Mei Sung Won Han Kwok‐Leung Tsui	3
+ PDF Chat	Monitoring Profiles Based on Nonparametric Regression Methods	2008	Changliang Zou Fugee Tsung Zhaojun Wang	3
+	Modeling spatial-temporal binary data using Markov random fields	2005	Jun Zhu Hsin‐Cheng Huang Jungpin Wu	3
+ PDF Chat	SPRT and CUSUM in hidden Markov models	2003	Cheng–Der Fuh	3