Jin Zhu | DeepAI

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Featured Co-authors

Pietro Liò
159 publications
Guang Yang
118 publications
Yang Xu
89 publications
Rui Song
75 publications
Hang Liu
55 publications
Hongtu Zhu
33 publications
Chengchun Shi
32 publications
Wei Zheng
28 publications
Yan Luo
27 publications
Xueqin Wang
18 publications
Yuting Zhang
17 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. ∙

∙ 02/22/2023

A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning

Super-resolution plays an essential role in medical imaging because it p...

0 Jin Zhu, et al. ∙

∙ 12/29/2022

An Instrumental Variable Approach to Confounded Off-Policy Evaluation

Off-policy evaluation (OPE) is a method for estimating the return of a t...

0 Yang Xu, 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. ∙

∙ 02/22/2022

Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process

This paper is concerned with constructing a confidence interval for a ta...

0 Chengchun Shi, 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. ∙

∙ 05/22/2021

MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution

Single image super-resolution (SISR) aims to obtain a high-resolution ou...

17 Jin Zhu, et al. ∙

∙ 05/04/2021

Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging – Mini Review, Comparison and Perspectives

Magnetic Resonance Imaging (MRI) is a vital component of medical imaging...

28 Guang Yang, 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. ∙

∙ 04/05/2020

Arbitrary Scale Super-Resolution for Brain MRI Images

Recent attempts at Super-Resolution for medical images used deep learnin...

0 Chuan Tan, et al. ∙

∙ 01/10/2019

How Can We Make GAN Perform Better in Single Medical Image Super-Resolution? A Lesion Focused Multi-Scale Approach

Single image super-resolution (SISR) is of great importance as a low-lev...

0 Jin Zhu, 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. ∙

∙ 10/15/2018

Lesion Focused Super-Resolution

Super-resolution (SR) for image enhancement has great importance in medi...

0 Jin Zhu, et al. ∙

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