Concepedia

Yuji Roh

YR

Statistics

Publications

9

Citations

1.2K

H-Index

9

Active since

2018

Affiliations

Korea Advanced Institute of Science and Technology(Current)

University of Wisconsin–Madison

Korea Institute of Science and Technology

Yuji Roh is an author at Korea Advanced Institute of Science and Technology specializing in computing, computer science, and machine learning.

ORCID

Publications per year

2018–2021

9

Publications

9

A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective

Yuji Roh, Geon Heo, Steven Euijong Whang · IEEE Transactions on Knowledge and Data Engineering · 2019 · 879 citations

, , +16

A Survey on Data Collection for Machine Learning: a Big Data -- AI Integration Perspective

Yuji Roh, Geon Heo, Steven Euijong Whang · arXiv (Cornell University) · 2018 · 152 citations · Full text

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Data Cleaning for Accurate, Fair, and Robust Models

Ki Hyun Tae, Yuji Roh, Young Hun Oh et al. · 2019 · 60 citations

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Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective

Steven Euijong Whang, Yuji Roh, Hwanjun Song et al. · arXiv (Cornell University) · 2021 · 40 citations · Full text

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FairBatch: Batch Selection for Model Fairness

Yuji Roh, Kangwook Lee, Steven Euijong Whang et al. · arXiv (Cornell University) · 2020 · 37 citations · Full text

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