Yajun Mei

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 33

Top Topics

Change Detection

Top Venues

IEEE Trans. Inf. Theory

Publications

Zichong Li, Qunzhi Xu, Zhenghao Xu, Yajun Mei, Tuo Zhao, Hongyuan Zha
Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process with Uncertainty Quantification. CoRR (2023)
Wanrong Zhang, Yajun Mei
Bandit Change-Point Detection for Real-Time Monitoring High-Dimensional Data Under Sampling Control. Technometrics 65 (1) (2023)
Yuyang Shi, Aditya Deshmukh, Yajun Mei, Venugopal V. Veeravalli
Robust High-Dimensional Linear Discriminant Analysis under Training Data Contamination. ISIT (2023)
Yuyang Shi, Yajun Mei
Efficient Sequential UCB-based Hungarian Algorithm for Assignment Problems. Allerton (2022)
Yuchen He, Namjoon Suh, Xiaoming Huo, Sung Ha Kang, Yajun Mei
Asymptotic Theory of \(\boldsymbol \ell _1\) -Regularized PDE Identification from a Single Noisy Trajectory. SIAM/ASA J. Uncertain. Quantification 10 (1) (2022)
Yiling Luo, Xiaoming Huo, Yajun Mei
Covariance Estimators for the ROOT-SGD Algorithm in Online Learning. CoRR (2022)
Yiling Luo, Xiaoming Huo, Yajun Mei
The Directional Bias Helps Stochastic Gradient Descent to Generalize in Kernel Regression Models. CoRR (2022)
Yiling Luo, Xiaoming Huo, Yajun Mei
The Directional Bias Helps Stochastic Gradient Descent to Generalize in Kernel Regression Models. ISIT (2022)
Wanrong Zhang, Yajun Mei, Rachel Cummings
Private Sequential Hypothesis Testing for Statisticians: Privacy, Error Rates, and Sample Size. AISTATS (2022)
Yiling Luo, Xiaoming Huo, Yajun Mei
Implicit Regularization Properties of Variance Reduced Stochastic Mirror Descent. CoRR (2022)
Xinyu Zhao, Jiuyun Hu, Yajun Mei, Hao Yan
Adaptive Partially Observed Sequential Change Detection and Isolation. Technometrics 64 (4) (2022)
Wanrong Zhang, Yajun Mei, Rachel Cummings
Private Sequential Hypothesis Testing for Statisticians: Privacy, Error Rates, and Sample Size. CoRR (2022)
Hongzhen Tian, Andi Wang, Jialei Chen, Xuzhou Jiang, Jianjun Shi, Chuck Zhang, Yajun Mei, Ben Wang
Treatment Effect Modeling for FTIR Signals Subject to Multiple Sources of Uncertainties. IEEE Trans Autom. Sci. Eng. 19 (2) (2022)
Hongzhen Tian, Reuven Zev Cohen, Chuck Zhang, Yajun Mei
Active Learning-Based Multistage Sequential Decision-Making Model with Application on Common Bile Duct Stone Evaluation. CoRR (2022)
Qunzhi Xu, Yajun Mei
Active Quickest Detection When Monitoring Multi-streams with Two Affected Streams. ISIT (2022)
Yiling Luo, Xiaoming Huo, Yajun Mei
Implicit Regularization Properties of Variance Reduced Stochastic Mirror Descent. ISIT (2022)
Jiuyun Hu, Yajun Mei, Sarah Holte, Hao Yan
Adaptive Resources Allocation CUSUM for Binomial Count Data Monitoring with Application to COVID-19 Hotspot Detection. CoRR (2022)
David Glickenstein, Keaton Hamm, Xiaoming Huo, Yajun Mei, Martin Stoll
Editorial: Mathematical Fundamentals of Machine Learning. Frontiers Appl. Math. Stat. 7 (2021)
Qunzhi Xu, Yajun Mei
Multi-Stream Quickest Detection with Unknown Post-Change Parameters Under Sampling Control. ISIT (2021)
Qunzhi Xu, Yajun Mei, George V. Moustakides
Optimum Multi-Stream Sequential Change-Point Detection With Sampling Control. IEEE Trans. Inf. Theory 67 (11) (2021)
Wendong Li, Chi Zhang, Fugee Tsung, Yajun Mei
Nonparametric monitoring of multivariate data via KNN learning. Int. J. Prod. Res. 59 (20) (2021)
Wanrong Zhang, Sara Krehbiel, Rui Tuo, Yajun Mei, Rachel Cummings
Single and Multiple Change-Point Detection with Differential Privacy. J. Mach. Learn. Res. 22 (2021)
Yuchen He, Namjoon Suh, Xiaoming Huo, Sung Ha Kang, Yajun Mei
-Regularized PDE Identification from a Single Noisy Trajectory. CoRR (2021)
Kun Liu, Yajun Mei
Improved performance properties of the CISPRT algorithm for distributed sequential detection. Signal Process. 172 (2020)
Qunzhi Xu, Yajun Mei, George V. Moustakides
Second-Order Asymptotically Optimal Change-point Detection Algorithm with Sampling Control. ISIT (2020)
Namjoon Suh, Ruizhi Zhang, Yajun Mei
Adaptive Online Monitoring of the Ising model. Allerton (2019)
Tony Yaacoub, George V. Moustakides, Yajun Mei
Optimal Stopping for Interval Estimation in Bernoulli Trials. IEEE Trans. Inf. Theory 65 (5) (2019)
Yuan Wang, Yajun Mei, Kamran Paynabar
Thresholded Multivariate Principal Component Analysis for Phase I Multichannel Profile Monitoring. Technometrics 60 (3) (2018)
Rachel Cummings, Sara Krehbiel, Yajun Mei, Rui Tuo, Wanrong Zhang
Differentially Private Change-Point Detection. CoRR (2018)
Rachel Cummings, Sara Krehbiel, Yajun Mei, Rui Tuo, Wanrong Zhang
Differentially Private Change-Point Detection. NeurIPS (2018)
George V. Moustakides, Tony Yaacoub, Yajun Mei
Sequential estimation based on conditional cost. ISIT (2017)
Ruizhi Zhang, Jian Wang, Yajun Mei
Search for Evergreens in Science: A Functional Data Analysis. CoRR (2017)
Ruizhi Zhang, Jian Wang, Yajun Mei
Search for evergreens in science: A functional data analysis. J. Informetrics 11 (3) (2017)
Cheng-Der Fuh, Yajun Mei
Quickest Change Detection and Kullback-Leibler Divergence for Two-State Hidden Markov Models. IEEE Trans. Signal Process. 63 (18) (2015)
Kaibo Liu, Yajun Mei, Jianjun Shi
An Adaptive Sampling Strategy for Online High-Dimensional Process Monitoring. Technometrics 57 (3) (2015)
Cheng-Der Fuh, Yajun Mei
Quickest change detection and Kullback-Leibler divergence for two-state hidden Markov models. ISIT (2015)
Yuan Wang, Yajun Mei
Large-Scale Multi-Stream Quickest Change Detection via Shrinkage Post-Change Estimation. IEEE Trans. Inf. Theory 61 (12) (2015)
Yuan Wang, Yajun Mei
Online parallel monitoring via hard-thresholding post-change estimation. ISIT (2014)
Yan Wang, Yajun Mei
Quantization Effect on the Log-Likelihood Ratio and Its Application to Decentralized Sequential Detection. IEEE Trans. Signal Process. 61 (6) (2013)
Yan Wang, Yajun Mei
Quantization effect on second moment of log-likelihood ratio and its application to decentralized sequential detection. ISIT (2012)
Yan Wang, Yajun Mei
Asymptotic Optimality Theory for Decentralized Sequential Multihypothesis Testing Problems. IEEE Trans. Inf. Theory 57 (10) (2011)
Yajun Mei
Quickest detection in censoring sensor networks. ISIT (2011)
Yan Wang, Yajun Mei
Decentralized multihypothesis sequential detection. ISIT (2010)
Yan Wang, Yajun Mei
Decentralized two-sided sequential tests for A normal mean. ISIT (2009)
Yajun Mei, Seoung Bum Kim, Kwok-Leung Tsui
Linear-mixed effects models for feature selection in high-dimensional NMR spectra. Expert Syst. Appl. 36 (3) (2009)
Cheng-Der Fuh, Yajun Mei
Optimal stationary binary quantizer for decentralized quickest change detection in hidden Markov models. FUSION (2008)
Yajun Mei
Asymptotic Optimality Theory for Decentralized Sequential Hypothesis Testing in Sensor Networks. IEEE Trans. Inf. Theory 54 (5) (2008)
Yajun Mei
Information Bounds for Decentralized Sequential Detection. ISIT (2006)
Yajun Mei
Information bounds and asymptotically optimal procedures for detecting changes in decentralized decision systems. ISIT (2004)