Wei Biao Wu

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 18

Top Topics

Change Point Detection

Attack Detection

Covariance Matrices

Top Venues

J. Mach. Learn. Res.

IEEE Trans. Inf. Theory

Publications

Wanrong Zhu, Zhipeng Lou, Ziyang Wei, Wei Biao Wu
High Confidence Level Inference is Almost Free using Parallel Stochastic Optimization. CoRR (2024)
Likai Chen, Georg Keilbar, Wei Biao Wu
Recursive Quantile Estimation: Non-Asymptotic Confidence Bounds. J. Mach. Learn. Res. 24 (2023)
Ziyang Wei, Wanrong Zhu, Wei Biao Wu
Weighted Averaged Stochastic Gradient Descent: Asymptotic Normality and Optimality. CoRR (2023)
Wanrong Zhu, Zhipeng Lou, Wei Biao Wu
Beyond Sub-Gaussian Noises: Sharp Concentration Analysis for Stochastic Gradient Descent. J. Mach. Learn. Res. 23 (2022)
Ayman Moawad, Ehsan Islam, Namdoo Kim, Ram Vijayagopal, Aymeric Rousseau, Wei Biao Wu
Explainable AI for a No-Teardown Vehicle Component Cost Estimation: A Top-Down Approach. IEEE Trans. Artif. Intell. 2 (2) (2021)
Mengyu Xu, Xiaohui Chen, Wei Biao Wu
Estimation of Dynamic Networks for High-Dimensional Nonstationary Time Series. Entropy 22 (1) (2020)
Ayman Moawad, Ehsan Islam, Namdoo Kim, Ram Vijayagopal, Aymeric Rousseau, Wei Biao Wu
Explainable AI for a No-Teardown Vehicle Component Cost Estimation: A Top-Down Approach. CoRR (2020)
Martin Wendler, Wei Biao Wu
Central limit theorems for nearly long range dependent subordinated linear processes. J. Appl. Probab. 57 (2) (2020)
Wanrong Zhu, Xi Chen, Wei Biao Wu
A Fully Online Approach for Covariance Matrices Estimation of Stochastic Gradient Descent Solutions. CoRR (2020)
Maggie X. Cheng, Yi Ling, Wei Biao Wu
MAC Layer Misbehavior Detection Using Time Series Analysis. ICC (2018)
Danna Zhang, Wei Biao Wu
Asymptotic Theory for Estimators of High-Order Statistics of Stationary Processes. IEEE Trans. Inf. Theory 64 (7) (2018)
Maggie X. Cheng, Yi Ling, Wei Biao Wu
Time Series Analysis for Jamming Attack Detection in Wireless Networks. GLOBECOM (2017)
Likai Chen, Wei Biao Wu
Concentration inequalities for empirical processes of linear time series. J. Mach. Learn. Res. 18 (2017)
Xiaohui Chen, Mengyu Xu, Wei Biao Wu
Regularized Estimation of Linear Functionals of Precision Matrices for High-Dimensional Time Series. IEEE Trans. Signal Process. 64 (24) (2016)
Maggie X. Cheng, Yi Ling, Wei Biao Wu
In-band wormhole detection in wireless ad hoc networks using change point detection method. ICC (2016)
Wei Biao Wu, Maggie X. Cheng, Bei Gou
A Hypothesis Testing Approach for Topology Error Detection in Power Grids. IEEE Internet Things J. 3 (6) (2016)
Maggie X. Cheng, Wei Biao Wu
A model-free localization method for sensor networks with sparse anchors. ICC (2016)
Maggie X. Cheng, Wei Biao Wu
Data Analytics for Fault Localization in Complex Networks. IEEE Internet Things J. 3 (5) (2016)
Yinxiao Huang, Xiaohong Chen, Wei Biao Wu
Recursive Nonparametric Estimation for Time Series. IEEE Trans. Inf. Theory 60 (2) (2014)
D. Degras, Zhiwei Xu, Ting Zhang, Wei Biao Wu
Testing for Parallelism Among Trends in Multiple Time Series. IEEE Trans. Signal Process. 60 (3) (2012)
Han Xiao, Wei Biao Wu
A Single-Pass Algorithm for Spectrum Estimation With Fast Convergence. IEEE Trans. Inf. Theory 57 (7) (2011)
Zhou Zhou, Zhiwei Xu, Wei Biao Wu
Long-term prediction intervals of time series. IEEE Trans. Inf. Theory 56 (3) (2010)
Wei Biao Wu, Zhiwei Xu, Yu Wang
Robust prediction of network traffic using quantile regression models. IRI (2006)
Huadong Ma, Kang G. Shin, Wei Biao Wu
Best-Effort Patching for Multicast True VoD Service. Multim. Tools Appl. 26 (1) (2005)
Wei Biao Wu, George Michailidis, Danlu Zhang
Simulating Sample Paths of Linear Fractional Stable Motion. IEEE Trans. Inf. Theory 50 (6) (2004)
Sándor Csörgo, Wei Biao Wu
On the clustering of independent uniform random variables. Random Struct. Algorithms 25 (4) (2004)
Wei Biao Wu, Chinya V. Ravishankar
The performance of difference coding for sets and relational tables. J. ACM 50 (5) (2003)
Danlu Zhang, Wei Biao Wu, Kimberly M. Wasserman
Analysis on Markov modeling of cellular packet transmission. WCNC (2002)
Wei Biao Wu, George Michailidis, Danlu Zhang
General methodology 2: an efficient method for simulating fractional stable motion. WSC (2002)
Sándor Csörgo, Wei Biao Wu
Random Graphs And The Strong Convergence Of Bootstrap Means. Comb. Probab. Comput. 9 (4) (2000)
Jeffrey A. Fessler, Hakan Erdogan, Wei Biao Wu
Exact distribution of edge-preserving MAP estimators for linear signal models with Gaussian measurement noise. IEEE Trans. Image Process. 9 (6) (2000)