Wei Biao Wu

Orcid: 0000-0003-4310-9965

According to our database1, Wei Biao Wu authored at least 30 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
High Confidence Level Inference is Almost Free using Parallel Stochastic Optimization.
CoRR, 2024

2023
Recursive Quantile Estimation: Non-Asymptotic Confidence Bounds.
J. Mach. Learn. Res., 2023

Weighted Averaged Stochastic Gradient Descent: Asymptotic Normality and Optimality.
CoRR, 2023

2022
Beyond Sub-Gaussian Noises: Sharp Concentration Analysis for Stochastic Gradient Descent.
J. Mach. Learn. Res., 2022

2021
Explainable AI for a No-Teardown Vehicle Component Cost Estimation: A Top-Down Approach.
IEEE Trans. Artif. Intell., 2021

2020
Central limit theorems for nearly long range dependent subordinated linear processes.
J. Appl. Probab., 2020

Estimation of Dynamic Networks for High-Dimensional Nonstationary Time Series.
Entropy, 2020

A Fully Online Approach for Covariance Matrices Estimation of Stochastic Gradient Descent Solutions.
CoRR, 2020

2018
Asymptotic Theory for Estimators of High-Order Statistics of Stationary Processes.
IEEE Trans. Inf. Theory, 2018

MAC Layer Misbehavior Detection Using Time Series Analysis.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017
Concentration inequalities for empirical processes of linear time series.
J. Mach. Learn. Res., 2017

Time Series Analysis for Jamming Attack Detection in Wireless Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Regularized Estimation of Linear Functionals of Precision Matrices for High-Dimensional Time Series.
IEEE Trans. Signal Process., 2016

A Hypothesis Testing Approach for Topology Error Detection in Power Grids.
IEEE Internet Things J., 2016

Data Analytics for Fault Localization in Complex Networks.
IEEE Internet Things J., 2016

A model-free localization method for sensor networks with sparse anchors.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

In-band wormhole detection in wireless ad hoc networks using change point detection method.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

2014
Recursive Nonparametric Estimation for Time Series.
IEEE Trans. Inf. Theory, 2014

2012
Testing for Parallelism Among Trends in Multiple Time Series.
IEEE Trans. Signal Process., 2012

2011
A Single-Pass Algorithm for Spectrum Estimation With Fast Convergence.
IEEE Trans. Inf. Theory, 2011

2010
Long-term prediction intervals of time series.
IEEE Trans. Inf. Theory, 2010

2006
Robust prediction of network traffic using quantile regression models.
Proceedings of the 2006 IEEE International Conference on Information Reuse and Integration, 2006

2005
Best-Effort Patching for Multicast True VoD Service.
Multim. Tools Appl., 2005

2004
Simulating Sample Paths of Linear Fractional Stable Motion.
IEEE Trans. Inf. Theory, 2004

On the clustering of independent uniform random variables.
Random Struct. Algorithms, 2004

2003
The performance of difference coding for sets and relational tables.
J. ACM, 2003

2002
General methodology 2: an efficient method for simulating fractional stable motion.
Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

Analysis on Markov modeling of cellular packet transmission.
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.
IEEE Trans. Image Process., 2000

Random Graphs And The Strong Convergence Of Bootstrap Means.
Comb. Probab. Comput., 2000


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