Wei Biao Wu

According to our database, Wei Biao Wu authored at least 31 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Asymptotics of Stochastic Gradient Descent with Dropout Regularization in Linear Models.

Jiaqi Li, Johannes Schmidt-Hieber, Wei Biao Wu

CoRR, 2024

High Confidence Level Inference is Almost Free using Parallel Stochastic Optimization.

Wanrong Zhu, Zhipeng Lou, Ziyang Wei, Wei Biao Wu

CoRR, 2024

2023

Recursive Quantile Estimation: Non-Asymptotic Confidence Bounds.

Likai Chen, Georg Keilbar, Wei Biao Wu

J. Mach. Learn. Res., 2023

Weighted Averaged Stochastic Gradient Descent: Asymptotic Normality and Optimality.

Ziyang Wei, Wanrong Zhu, Wei Biao Wu

CoRR, 2023

2022

Beyond Sub-Gaussian Noises: Sharp Concentration Analysis for Stochastic Gradient Descent.

Wanrong Zhu, Zhipeng Lou, Wei Biao Wu

J. Mach. Learn. Res., 2022

2021

Explainable AI for a No-Teardown Vehicle Component Cost Estimation: A Top-Down Approach.

Ayman Moawad, Ehsan Islam, Namdoo Kim, Ram Vijayagopal, Aymeric Rousseau, Wei Biao Wu

IEEE Trans. Artif. Intell., 2021

2020

Central limit theorems for nearly long range dependent subordinated linear processes.

Martin Wendler, Wei Biao Wu

J. Appl. Probab., 2020

Estimation of Dynamic Networks for High-Dimensional Nonstationary Time Series.

Mengyu Xu, Xiaohui Chen, Wei Biao Wu

Entropy, 2020

A Fully Online Approach for Covariance Matrices Estimation of Stochastic Gradient Descent Solutions.

Wanrong Zhu, Xi Chen, Wei Biao Wu

CoRR, 2020

2018

Asymptotic Theory for Estimators of High-Order Statistics of Stationary Processes.

Danna Zhang, Wei Biao Wu

IEEE Trans. Inf. Theory, 2018

MAC Layer Misbehavior Detection Using Time Series Analysis.

Maggie X. Cheng, Yi Ling, Wei Biao Wu

Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017

Concentration inequalities for empirical processes of linear time series.

Likai Chen, Wei Biao Wu

J. Mach. Learn. Res., 2017

Time Series Analysis for Jamming Attack Detection in Wireless Networks.

Maggie X. Cheng, Yi Ling, Wei Biao Wu

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

Regularized Estimation of Linear Functionals of Precision Matrices for High-Dimensional Time Series.

Xiaohui Chen, Mengyu Xu, Wei Biao Wu

IEEE Trans. Signal Process., 2016

A Hypothesis Testing Approach for Topology Error Detection in Power Grids.

Wei Biao Wu, Maggie X. Cheng, Bei Gou

IEEE Internet Things J., 2016

Data Analytics for Fault Localization in Complex Networks.

Maggie X. Cheng, Wei Biao Wu

IEEE Internet Things J., 2016

A model-free localization method for sensor networks with sparse anchors.

Maggie X. Cheng, Wei Biao Wu

Proceedings of the 2016 IEEE International Conference on Communications, 2016

In-band wormhole detection in wireless ad hoc networks using change point detection method.

Maggie X. Cheng, Yi Ling, Wei Biao Wu

Proceedings of the 2016 IEEE International Conference on Communications, 2016

2014

Recursive Nonparametric Estimation for Time Series.

Yinxiao Huang, Xiaohong Chen, Wei Biao Wu

IEEE Trans. Inf. Theory, 2014

2012

Testing for Parallelism Among Trends in Multiple Time Series.

David Degras, Zhiwei Xu, Ting Zhang, Wei Biao Wu

IEEE Trans. Signal Process., 2012

2011

A Single-Pass Algorithm for Spectrum Estimation With Fast Convergence.

Han Xiao, Wei Biao Wu

IEEE Trans. Inf. Theory, 2011

2010

Long-term prediction intervals of time series.

Zhou Zhou, Zhiwei Xu, Wei Biao Wu

IEEE Trans. Inf. Theory, 2010

2006

Robust prediction of network traffic using quantile regression models.

Wei Biao Wu, Zhiwei Xu, Yu Wang

Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006

2005

Best-Effort Patching for Multicast True VoD Service.

Huadong Ma, Kang G. Shin, Wei Biao Wu

Multim. Tools Appl., 2005

2004

Simulating Sample Paths of Linear Fractional Stable Motion.

Wei Biao Wu, George Michailidis, Danlu Zhang

IEEE Trans. Inf. Theory, 2004

On the clustering of independent uniform random variables.

Sándor Csörgo, Wei Biao Wu

Random Struct. Algorithms, 2004

2003

The performance of difference coding for sets and relational tables.

Wei Biao Wu, Chinya V. Ravishankar

J. ACM, 2003

2002

General methodology 2: an efficient method for simulating fractional stable motion.

Wei Biao Wu, George Michailidis, Danlu Zhang

Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

Analysis on Markov modeling of cellular packet transmission.

Danlu Zhang, Wei Biao Wu, Kimberly M. Wasserman

Proceedings of the 2002 IEEE Wireless Communications and Networking Conference Record, 2002

2000

Exact distribution of edge-preserving MAP estimators for linear signal models with Gaussian measurement noise.

Jeffrey A. Fessler, Hakan Erdogan, Wei Biao Wu

IEEE Trans. Image Process., 2000

Random Graphs And The Strong Convergence Of Bootstrap Means.

Sándor Csörgo, Wei Biao Wu

Comb. Probab. Comput., 2000