Changho Suh

Changho Suh

KAIST

H-index: 41

Asia-South Korea

About Changho Suh

Changho Suh, With an exceptional h-index of 41 and a recent h-index of 25 (since 2020), a distinguished researcher at KAIST, specializes in the field of Information Theory, Machine Learning.

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

Data Science Applications

A fair generative model using lecam divergence

Communication Principles for Data Science

Information Theory for Data Science

Communication over the AWGN Channel

Recommendation Model for Battlefield Analysis based on Siamese Network

On the fundamental limits of matrix completion: Leveraging hierarchical similarity graphs

Communication over ISI Channels

Changho Suh Information

University

Position

Associate Professor of Electrical Engineering

Citations(all)

6828

Citations(since 2020)

2169

Cited By

5621

hIndex(all)

41

hIndex(since 2020)

25

i10Index(all)

89

i10Index(since 2020)

47

Email

University Profile Page

KAIST

Google Scholar

View Google Scholar Profile

Changho Suh Skills & Research Interests

Information Theory

Machine Learning

Top articles of Changho Suh

Title

Journal

Author(s)

Publication Date

Data Science Applications

Linear Programming: Foundations and Extensions

Robert J Vanderbei

Robert J Vanderbei

2020

A fair generative model using lecam divergence

Proceedings of the AAAI Conference on Artificial Intelligence

Soobin Um

Changho Suh

2023/6/26

Communication Principles for Data Science

Changho Suh

2023/6/12

Information Theory for Data Science

Changho Suh

2023/4/3

Communication over the AWGN Channel

Changho Suh

2023/6/13

Recommendation Model for Battlefield Analysis based on Siamese Network

Journal of the Korea Society of Computer and Information

Geewon Suh

Yukyung Shin

Soyeon Jin

Woosin Lee

Jongchul Ahn

...

2023/1

On the fundamental limits of matrix completion: Leveraging hierarchical similarity graphs

IEEE Transactions on Information Theory

Junhyung Ahn

Adel Elmahdy

Soheil Mohajer

Changho Suh

2023/12/28

Communication over ISI Channels

Changho Suh

2023/6/13

Improving fair training under correlation shifts

Yuji Roh

Kangwook Lee

Steven Euijong Whang

Changho Suh

2023/7

Matrix completion with two-sided information

Geewon Suh

Changho Suh

2022

The World is Changing: Improving Fair Training under Correlation Shifts

Yuji Roh

Kangwook Lee

Steven Euijong Whang

Changho Suh

2022/9/29

Graph construction via autoencoder in semi-supervised learning

Mingeun Kang

Changho Suh

2022

The optimal sample complexity of matrix completion with hierarchical similarity graphs

Adel Elmahdy

Junhyung Ahn

Soheil Mohajer

Changho Suh

2022/6/26

Hierarchical similarity graphs aided matrix completion

Junhyung Ahn

Changho Suh

2022

Graph-assisted matrix completion in a multi-clustered graph model

Geewon Suh

Changho Suh

2022/6/26

Convex optimization for machine learning

Changho Suh

2022

Mc2g: An efficient algorithm for matrix completion with social and item similarity graphs

IEEE Transactions on Signal Processing

Qiaosheng Zhang

Geewon Suh

Changho Suh

Vincent YF Tan

2022/5/11

Matrix Completion with Hierarchical Graph Side Information

arXiv preprint arXiv:2201.01728

Adel Elmahdy

Junhyung Ahn

Changho Suh

Soheil Mohajer

2022/1/2

Equal Experience in Recommender Systems

arXiv preprint arXiv:2210.05936

Jaewoong Cho

Moonseok Choi

Changho Suh

2022/10/12

On the sum capacity of dual-class parallel packet-erasure broadcast channels

IEEE Transactions on Communications

Sunghyun Kim

Soheil Mohajer

Changho Suh

2021/1/13

See List of Professors in Changho Suh University(KAIST)

Co-Authors

H-index: 101
Kannan Ramchandran

Kannan Ramchandran

University of California, Berkeley

H-index: 92
David Tse

David Tse

Stanford University

H-index: 69
Syed A. Jafar

Syed A. Jafar

University of California, Irvine

H-index: 59
Salman Avestimehr

Salman Avestimehr

University of Southern California

H-index: 58
Pramod Viswanath

Pramod Viswanath

University of Illinois at Urbana-Champaign

H-index: 49
Michael Gastpar

Michael Gastpar

École Polytechnique Fédérale de Lausanne

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