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2020 – today
- 2024
[i5]Wanrong Zhu, Zhipeng Lou, Ziyang Wei, Wei Biao Wu:
High Confidence Level Inference is Almost Free using Parallel Stochastic Optimization. CoRR abs/2401.09346 (2024)- [i4]Jiaqi Li, Johannes Schmidt-Hieber, Wei Biao Wu:
Asymptotics of Stochastic Gradient Descent with Dropout Regularization in Linear Models. CoRR abs/2409.07434 (2024) - 2023
- [j20]Likai Chen, Georg Keilbar, Wei Biao Wu:
Recursive Quantile Estimation: Non-Asymptotic Confidence Bounds. J. Mach. Learn. Res. 24: 91:1-91:25 (2023) - [i3]Ziyang Wei, Wanrong Zhu, Wei Biao Wu:
Weighted Averaged Stochastic Gradient Descent: Asymptotic Normality and Optimality. CoRR abs/2307.06915 (2023) - 2022
- [j19]Wanrong Zhu, Zhipeng Lou, Wei Biao Wu:
Beyond Sub-Gaussian Noises: Sharp Concentration Analysis for Stochastic Gradient Descent. J. Mach. Learn. Res. 23: 46:1-46:22 (2022) - 2021
- [j18]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): 185-199 (2021) - 2020
- [j17]Mengyu Xu, Xiaohui Chen, Wei Biao Wu:
Estimation of Dynamic Networks for High-Dimensional Nonstationary Time Series. Entropy 22(1): 55 (2020) - [j16]Martin Wendler, Wei Biao Wu:
Central limit theorems for nearly long range dependent subordinated linear processes. J. Appl. Probab. 57(2): 637-656 (2020) - [i2]Wanrong Zhu, Xi Chen, Wei Biao Wu:
A Fully Online Approach for Covariance Matrices Estimation of Stochastic Gradient Descent Solutions. CoRR abs/2002.03979 (2020) - [i1]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 abs/2006.08828 (2020)
2010 – 2019
- 2018
- [j15]Danna Zhang, Wei Biao Wu:
Asymptotic Theory for Estimators of High-Order Statistics of Stationary Processes. IEEE Trans. Inf. Theory 64(7): 4907-4922 (2018) - [c7]Maggie X. Cheng, Yi Ling, Wei Biao Wu:
MAC Layer Misbehavior Detection Using Time Series Analysis. ICC 2018: 1-7 - 2017
- [j14]Likai Chen, Wei Biao Wu:
Concentration inequalities for empirical processes of linear time series. J. Mach. Learn. Res. 18: 231:1-231:46 (2017) - [c6]Maggie X. Cheng, Yi Ling, Wei Biao Wu:
Time Series Analysis for Jamming Attack Detection in Wireless Networks. GLOBECOM 2017: 1-7 - 2016
- [j13]Maggie X. Cheng, Wei Biao Wu:
Data Analytics for Fault Localization in Complex Networks. IEEE Internet Things J. 3(5): 701-708 (2016) - [j12]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): 979-985 (2016) - [j11]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): 6459-6470 (2016) - [c5]Maggie X. Cheng, Yi Ling, Wei Biao Wu:
In-band wormhole detection in wireless ad hoc networks using change point detection method. ICC 2016: 1-6 - [c4]Maggie X. Cheng, Wei Biao Wu:
A model-free localization method for sensor networks with sparse anchors. ICC 2016: 1-7 - 2014
- [j10]Yinxiao Huang, Xiaohong Chen, Wei Biao Wu:
Recursive Nonparametric Estimation for Time Series. IEEE Trans. Inf. Theory 60(2): 1301-1312 (2014) - 2012
- [j9]David Degras, Zhiwei Xu, Ting Zhang, Wei Biao Wu:
Testing for Parallelism Among Trends in Multiple Time Series. IEEE Trans. Signal Process. 60(3): 1087-1097 (2012) - 2011
- [j8]Han Xiao, Wei Biao Wu:
A Single-Pass Algorithm for Spectrum Estimation With Fast Convergence. IEEE Trans. Inf. Theory 57(7): 4720-4731 (2011) - 2010
- [j7]Zhou Zhou, Zhiwei Xu, Wei Biao Wu:
Long-term prediction intervals of time series. IEEE Trans. Inf. Theory 56(3): 1436-1446 (2010)
2000 – 2009
- 2006
- [c3]Wei Biao Wu, Zhiwei Xu, Yu Wang:
Robust prediction of network traffic using quantile regression models. IRI 2006: 220-225 - 2005
- [j6]Huadong Ma, Kang G. Shin, Wei Biao Wu:
Best-Effort Patching for Multicast True VoD Service. Multim. Tools Appl. 26(1): 101-122 (2005) - 2004
- [j5]Sándor Csörgo, Wei Biao Wu:
On the clustering of independent uniform random variables. Random Struct. Algorithms 25(4): 396-420 (2004) - [j4]Wei Biao Wu, George Michailidis, Danlu Zhang:
Simulating Sample Paths of Linear Fractional Stable Motion. IEEE Trans. Inf. Theory 50(6): 1086-1096 (2004) - 2003
- [j3]Wei Biao Wu, Chinya V. Ravishankar:
The performance of difference coding for sets and relational tables. J. ACM 50(5): 665-693 (2003) - 2002
- [c2]Danlu Zhang, Wei Biao Wu, Kimberly M. Wasserman:
Analysis on Markov modeling of cellular packet transmission. WCNC 2002: 876-880 - [c1]Wei Biao Wu, George Michailidis, Danlu Zhang:
General methodology 2: an efficient method for simulating fractional stable motion. WSC 2002: 1958-1963 - 2000
- [j2]Sándor Csörgo, Wei Biao Wu:
Random Graphs And The Strong Convergence Of Bootstrap Means. Comb. Probab. Comput. 9(4): 315-347 (2000) - [j1]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): 1049-1055 (2000)
Coauthor Index
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