Xueqin Wang | DeepAI

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Xin Chen
162 publications
Qiang Zhang
69 publications
Hang Liu
55 publications
Wei Zheng
28 publications
Yan Luo
27 publications
Aijun Zhang
18 publications
Jin Zhu
17 publications
Yuting Zhang
17 publications
Weiyu Li
16 publications
Wenliang Pan
8 publications
Yukang Jiang
7 publications

∙ 09/12/2023

A Consistent and Scalable Algorithm for Best Subset Selection in Single Index Models

Analysis of high-dimensional data has led to increased interest in both ...

0 Borui Tang, et al. ∙

∙ 08/01/2023

Best-Subset Selection in Generalized Linear Models: A Fast and Consistent Algorithm via Splicing Technique

In high-dimensional generalized linear models, it is crucial to identify...

0 Junxian Zhu, et al. ∙

∙ 04/05/2023

Batch mode active learning for efficient parameter estimation

For many tasks of data analysis, we may only have the information of the...

0 Wei Zheng, et al. ∙

∙ 11/29/2022

Simultaneous Best Subset Selection and Dimension Reduction via Primal-Dual Iterations

Sparse reduced rank regression is an essential statistical learning meth...

0 Canhong Wen, et al. ∙

∙ 09/28/2022

High Dimensional Portfolio Selection with Cardinality Constraints

The expanding number of assets offers more opportunities for investors b...

0 Jin-Hong Du, et al. ∙

∙ 09/09/2022

Quantiles, Ranks and Signs in Metric Spaces

Non-Euclidean data is currently prevalent in many fields, necessitating ...

0 Hang Liu, et al. ∙

∙ 07/31/2022

Interpreting and predicting the economy flows: A time-varying parameter global vector autoregressive integrated the machine learning model

The paper proposes a time-varying parameter global vector autoregressive...

0 Yukang Jiang, et al. ∙

∙ 05/26/2022

Interpretable travel distance on the county-wise COVID-19 by sequence to sequence with attention

Background: Travel restrictions as a means of intervention in the COVID-...

0 Ting Tian, et al. ∙

∙ 10/19/2021

abess: A Fast Best Subset Selection Library in Python and R

We introduce a new library named abess that implements a unified framewo...

0 Jin Zhu, et al. ∙

∙ 07/15/2021

Nonparametric Statistical Inference via Metric Distribution Function in Metric Spaces

Distribution function is essential in statistical inference, and connect...

0 Xueqin Wang, et al. ∙

∙ 04/23/2021

Certifiably Polynomial Algorithm for Best Group Subset Selection

Best group subset selection aims to choose a small part of non-overlappi...

0 Yanhang Zhang, et al. ∙

∙ 10/07/2020

Computational analysis of pathological image enables interpretable prediction for microsatellite instability

Microsatellite instability (MSI) is associated with several tumor types ...

0 Jin Zhu, et al. ∙

∙ 10/07/2020

A Fast and Effective Method of Macula Automatic Detection for Retina Images

Retina image processing is one of the crucial and popular topics of medi...

0 Yukang Jiang, et al. ∙

∙ 05/31/2020

The Effects of Stringent Interventions for Coronavirus Pandemic

The pandemic of COVID-19 has caused severe public health consequences ar...

0 Ting Tian, et al. ∙

∙ 12/13/2019

Best Subset Selection in Reduced Rank Regression

Reduced rank regression is popularly used for modeling the relationship ...

0 Canhong Wen, et al. ∙

∙ 11/09/2018

Ball: An R package for detecting distribution difference and association in metric spaces

The rapid development of modern technology facilitates the appearance of...

0 Jin Zhu, et al. ∙

∙ 08/05/2018

α-Ball divergence and its applications to change-point problems for Banach-valued sequences

In this paper, we extend a measure of divergence between two distributio...

0 Qiang Zhang, et al. ∙

∙ 09/19/2017

BeSS: An R Package for Best Subset Selection in Linear, Logistic and CoxPH Models

We introduce a new R package, BeSS, for solving the best subset selectio...

0 Canhong Wen, et al. ∙

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