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A geometric model with stochastic error for abnormal motion detection of portal crane bucket grab

Engineering Applications of Artificial Intelligence
2025-01 | Journal article
Contributors: Baichen Yu; Xiao Wang; Hansheng Wang
Source: check_circle
Crossref

A Sequential Addressing Subsampling Method for Massive Data Analysis Under Memory Constraint

IEEE Transactions on Knowledge and Data Engineering
2023-09-01 | Journal article
Contributors: Rui Pan; Yingqiu Zhu; Baishan Guo; Xuening Zhu; Hansheng Wang
Source: check_circle
Crossref

An Asymptotic Analysis of Random Partition Based Minibatch Momentum Methods for Linear Regression Models

Journal of Computational and Graphical Statistics
2023-07-03 | Journal article
Contributors: Yuan Gao; Xuening Zhu; Haobo Qi; Guodong Li; Riquan Zhang; Hansheng Wang
Source: check_circle
Crossref

Network Gradient Descent Algorithm for Decentralized Federated Learning

Journal of Business & Economic Statistics
2023-07-03 | Journal article
Contributors: Shuyuan Wu; Danyang Huang; Hansheng Wang
Source: check_circle
Crossref

A note on factor normalization for deep neural network models

Scientific Reports
2022 | Journal article
EID:

2-s2.0-85127849966

Part of ISSN: 20452322
Contributors: Qi, H.; Zhou, J.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Asymptotic covariance estimation by Gaussian random perturbation

Computational Statistics and Data Analysis
2022 | Journal article
EID:

2-s2.0-85126911581

Part of ISSN: 01679473
Contributors: Zhou, J.; Lan, W.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Autoregressive Model With Spatial Dependence and Missing Data

Journal of Business and Economic Statistics
2022 | Journal article
EID:

2-s2.0-85086935975

Part of ISSN: 15372707 07350015
Contributors: Zhou, J.; Liu, J.; Wang, F.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Dimension reduction for covariates in network data

Biometrika
2022 | Journal article
EID:

2-s2.0-85126008277

Part of ISSN: 14643510 00063444
Contributors: Zhao, J.; Liu, X.; Wang, H.; Leng, C.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Learning Human Activity Patterns Using Clustered Point Processes With Active and Inactive States

Journal of Business and Economic Statistics
2022 | Journal article
EID:

2-s2.0-85125169026

Part of ISSN: 15372707 07350015
Contributors: Zhang, J.; Cai, B.; Zhu, X.; Wang, H.; Xu, G.; Guan, Y.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Link prediction via latent space logistic regression model*

Statistics and its Interface
2022 | Journal article
EID:

2-s2.0-85125247933

Part of ISSN: 19387997 19387989
Contributors: Pan, R.; Chang, X.; Zhu, X.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Rejoinder on ‘A review of distributed statistical inference’

Statistical Theory and Related Fields
2022 | Journal article
EID:

2-s2.0-85125133212

Part of ISSN: 24754277 24754269
Contributors: Gao, Y.; Liu, W.; Wang, H.; Wang, X.; Yan, Y.; Zhang, R.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

A Note on Distributed Quantile Regression by Pilot Sampling and One-Step Updating

Journal of Business and Economic Statistics
2021 | Journal article
EID:

2-s2.0-85115327477

Part of ISSN: 15372707 07350015
Contributors: Pan, R.; Ren, T.; Guo, B.; Li, F.; Li, G.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier
grade
Preferred source (of 2)‎

A review of distributed statistical inference

Statistical Theory and Related Fields
2021 | Journal article
EID:

2-s2.0-85114804748

Part of ISSN: 24754277 24754269
Contributors: Gao, Y.; Liu, W.; Wang, H.; Wang, X.; Yan, Y.; Zhang, R.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

A sequential addressing subsampling method for massive data analysis under memory constraint

arXiv
2021 | Other
EID:

2-s2.0-85117829851

Part of ISSN: 23318422
Contributors: Pan, R.; Zhu, Y.; Guo, B.; Zhu, X.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

An asymptotic analysis of minibatch-based momentum methods for linear regression models

arXiv
2021 | Other
EID:

2-s2.0-85119243465

Part of ISSN: 23318422
Contributors: Gao, Y.; Zhu, X.; Qi, H.; Li, G.; Zhang, R.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Automatic, dynamic, and nearly optimal learning rate specification via local quadratic approximation

Neural Networks
2021 | Journal article
EID:

2-s2.0-85103773480

Part of ISSN: 18792782 08936080
Contributors: Zhu, Y.; Huang, D.; Gao, Y.; Wu, R.; Chen, Y.; Zhang, B.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Dimension reduction for functional regression with a binary response

Statistical Papers
2021 | Journal article
EID:

2-s2.0-85061079607

Part of ISSN: 16139798 09325026
Contributors: Wang, G.; Liang, B.; Wang, H.; Zhang, B.; Xie, B.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Distributed one-step upgraded estimation for non-uniformly and non-randomly distributed data

Computational Statistics and Data Analysis
2021 | Journal article
EID:

2-s2.0-85105492965

Part of ISSN: 01679473
Contributors: Wang, F.; Zhu, Y.; Huang, D.; Qi, H.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Feature Screening for Massive Data Analysis by Subsampling

Journal of Business and Economic Statistics
2021 | Journal article
EID:

2-s2.0-85120091214

Part of ISSN: 15372707 07350015
Contributors: Zhu, X.; Pan, R.; Wu, S.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier
grade
Preferred source (of 2)‎

Feature screening for network autoregression model

Statistica Sinica
2021 | Journal article
EID:

2-s2.0-85114146848

Part of ISSN: 10170405
Contributors: Huang, D.; Zhu, X.; Li, R.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Information diffusion with network structures

Statistics and its Interface
2021 | Journal article
EID:

2-s2.0-85099143352

Part of ISSN: 19387997 19387989
Contributors: Zhu, X.; Pan, R.; Zhang, Y.; Chen, Y.; Mi, W.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Least-Square Approximation for a Distributed System

Journal of Computational and Graphical Statistics
2021 | Journal article
EID:

2-s2.0-85108312688

Part of ISSN: 15372715 10618600
Contributors: Zhu, X.; Li, F.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier
grade
Preferred source (of 2)‎

On the subbagging estimation for massive data

arXiv
2021 | Other
EID:

2-s2.0-85102800518

Part of ISSN: 23318422
Contributors: Zou, T.; Li, X.; Liang, X.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Progressive principle component analysis for compressing deep convolutional neural networks

Neurocomputing
2021 | Journal article
EID:

2-s2.0-85101936383

Part of ISSN: 18728286 09252312
Contributors: Zhou, J.; Qi, H.; Chen, Y.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Sequential Text-Term Selection in Vector Space Models

Journal of Business and Economic Statistics
2021 | Journal article
EID:

2-s2.0-85097516806

Part of ISSN: 15372707 07350015
Contributors: Wang, F.; Liu, J.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Sparse spatio-temporal autoregressions by profiling and bagging

Journal of Econometrics
2021 | Journal article
EID:

2-s2.0-85101966553

Part of ISSN: 18726895 03044076
Contributors: Ma, Y.; Guo, S.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

A NAIVE LEAST SQUARES METHOD for SPATIAL AUTOREGRESSION with COVARIATES

Statistica Sinica
2020 | Journal article
EID:

2-s2.0-85091897655

Part of ISSN: 10170405
Contributors: Ma, Y.; Pan, R.; Zou, T.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

A sequential naive Bayes method for music genre classification based on transitional information from pitch and beat

Statistics and its Interface
2020 | Journal article
EID:

2-s2.0-85086412091

Part of ISSN: 19387997 19387989
Contributors: Ren, T.; Wang, F.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

A spatial autoregression model with time-varying coefficients

Statistics and its Interface
2020 | Journal article
EID:

2-s2.0-85079545759

Part of ISSN: 19387997 19387989
Contributors: Xu, K.; Sun, L.; Liu, J.; Zhu, X.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Approximate least squares estimation for spatial autoregressive models with covariates

Computational Statistics and Data Analysis
2020 | Journal article
EID:

2-s2.0-85072378863

Part of ISSN: 01679473
Contributors: Ma, Y.; Lan, W.; Zhou, F.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Automatic, dynamic, and nearly optimal learning rate specification by local quadratic approximation

arXiv
2020 | Other
EID:

2-s2.0-85095047011

Part of ISSN: 23318422
Contributors: Zhu, Y.; Chen, Y.; Huang, D.; Zhang, B.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Efficient Estimation for Generalized Linear Models on a Distributed System with Nonrandomly Distributed Data

arXiv
2020 | Other
EID:

2-s2.0-85093995991

Part of ISSN: 23318422
Contributors: Wang, F.; Huang, D.; Zhu, Y.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Estimating Extreme Value Index by Subsampling for Massive Datasets with Heavy-Tailed Distributions

arXiv
2020 | Other
EID:

2-s2.0-85095374822

Part of ISSN: 23318422
Contributors: Li, Y.; Chen, L.; Li, D.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Hyperparameter Selection for Subsampling Bootstraps

arXiv
2020 | Other
EID:

2-s2.0-85095238537

Part of ISSN: 23318422
Contributors: Ma, Y.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Logistic regression with network structure

Statistica Sinica
2020 | Journal article
EID:

2-s2.0-85091904132

Part of ISSN: 10170405
Contributors: Zhang, X.; Pan, R.; Guan, G.; Zhu, X.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Multivariate spatial autoregressive model for large scale social networks

Journal of Econometrics
2020 | Journal article
EID:

2-s2.0-85075383320

Part of ISSN: 18726895 03044076
Contributors: Zhu, X.; Huang, D.; Pan, R.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

NETWORK GARCH MODEL

Statistica Sinica
2020 | Journal article
EID:

2-s2.0-85110427231

Part of ISSN: 10170405
Contributors: Zhou, J.; Li, D.; Pan, R.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Network imputation for a spatial autoregression model with incomplete data

Statistica Sinica
2020 | Journal article
EID:

2-s2.0-85086938579

Part of ISSN: 10170405
Contributors: Sun, Z.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Semiparametric model for covariance regression analysis

Computational Statistics and Data Analysis
2020 | Journal article
EID:

2-s2.0-85070490882

Part of ISSN: 01679473
Contributors: Liu, J.; Ma, Y.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Two-mode network autoregressive model for large-scale networks

Journal of Econometrics
2020 | Journal article
EID:

2-s2.0-85079044848

Part of ISSN: 18726895 03044076
Contributors: Huang, D.; Wang, F.; Zhu, X.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

A case study for Beijing point of interest data using group linked Cox process

Statistics and its Interface
2019 | Journal article
EID:

2-s2.0-85063726968

Part of ISSN: 19387997 19387989
Contributors: Chen, Y.; Pan, R.; Guan, R.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

A popularity-scaled latent space model for large-scale directed social network

Statistica Sinica
2019 | Journal article
EID:

2-s2.0-85067795606

Part of ISSN: 10170405
Contributors: Chang, X.; Huang, D.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Banded spatio-temporal autoregressions

Journal of Econometrics
2019 | Journal article
EID:

2-s2.0-85055048513

Part of ISSN: 18726895 03044076
Contributors: Gao, Z.; Ma, Y.; Wang, H.; Yao, Q.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Estimating Promotion Effects Using Big Data: A Partially Profiled LASSO Model with Endogeneity Correction*

Decision Sciences
2019 | Journal article
EID:

2-s2.0-85060576095

Part of ISSN: 15405915 00117315
Contributors: Sun, L.; Zheng, X.; Jin, Y.; Jiang, M.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Least squares approximation for a distributed system

arXiv
2019 | Other
EID:

2-s2.0-85094757834

Part of ISSN: 23318422
Contributors: Zhu, X.; Li, F.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Least squares estimation of spatial autoregressive models for large-scale social networks

Electronic Journal of Statistics
2019 | Journal article
EID:

2-s2.0-85067043034

Part of ISSN: 19357524
Contributors: Huang, D.; Lan, W.; Zhang, H.H.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Network quantile autoregression

Journal of Econometrics
2019 | Journal article
EID:

2-s2.0-85065122076

Part of ISSN: 18726895 03044076
Contributors: Zhu, X.; Wang, W.; Wang, H.; Härdle, W.K.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Photographic diary: a new estimation approach to PM2.5 monitoring

Statistics and its Interface
2019 | Journal article
EID:

2-s2.0-85099919978

Part of ISSN: 19387997 19387989
Contributors: Xu, K.; Wang, J.; Pan, R.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Photographic diary: A new estimation approach to PM<sub>2.5</sub> monitoring

Statistics and its Interface
2019 | Journal article
EID:

2-s2.0-85067309583

Part of ISSN: 19387997 19387989
Contributors: Xu, K.; Wang, J.; Pan, R.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier

Portal nodes screening for large scale social networks

Journal of Econometrics
2019 | Journal article
EID:

2-s2.0-85060332580

Part of ISSN: 18726895 03044076
Contributors: Zhu, X.; Chang, X.; Li, R.; Wang, H.
Source: Self-asserted source
Hansheng Wang via Scopus - Elsevier
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