Sunghoon Kwon

Sunghoon Kwon

Konkuk University

H-index: 14

Asia-South Korea

About Sunghoon Kwon

Sunghoon Kwon, With an exceptional h-index of 14 and a recent h-index of 12 (since 2020), a distinguished researcher at Konkuk University, specializes in the field of penalized estimation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Disseminating massive frequency tables by masking aggregated cell frequencies

A survey on unsupervised subspace outlier detection methods for high dimensional data

Sufficient conditions for the oracle property in penalized linear regression

High-dimensional linear discriminant analysis with moderately clipped LASSO

An efficient algorithm for the non-convex penalized multinomial logistic regression

A Unified Algorithm for the Non-Convex Penalized Estimation: The ncpen Package.

On the strong oracle property of concave penalized estimators with infinite penalty derivative at the origin

Sunghoon Kwon Information

University

Position

___

Citations(all)

543

Citations(since 2020)

310

Cited By

355

hIndex(all)

14

hIndex(since 2020)

12

i10Index(all)

15

i10Index(since 2020)

13

Email

University Profile Page

Google Scholar

Sunghoon Kwon Skills & Research Interests

penalized estimation

Top articles of Sunghoon Kwon

Title

Journal

Author(s)

Publication Date

Disseminating massive frequency tables by masking aggregated cell frequencies

Journal of the Korean Statistical Society

Min-Jeong Park

Hang J Kim

Sunghoon Kwon

2024/1/30

A survey on unsupervised subspace outlier detection methods for high dimensional data

The Korean Journal of Applied Statistics

Jaehyeong Ahn

Sunghoon Kwon

2021

Sufficient conditions for the oracle property in penalized linear regression

The Korean Journal of Applied Statistics

Sunghoon Kwon

Hyeseong Moon

Jaeho Chang

Sangin Lee

2021

High-dimensional linear discriminant analysis with moderately clipped LASSO

Communications for Statistical Applications and Methods

Jaeho Chang

Haeseong Moon

Sunghoon Kwon

2021

An efficient algorithm for the non-convex penalized multinomial logistic regression

Communications for Statistical Applications and Methods

Sunghoon Kwon

Dongshin Kim

Sangin Lee

2020/1/31

A Unified Algorithm for the Non-Convex Penalized Estimation: The ncpen Package.

R Journal

Dongshin Kim

Sangin Lee

Sunghoon Kwon

2020/12/1

On the strong oracle property of concave penalized estimators with infinite penalty derivative at the origin

Journal of the Korean Statistical Society

Seungha Um

Dongshin Kim

Sangin Lee

Sunghoon Kwon

2020/6

See List of Professors in Sunghoon Kwon University(Konkuk University)