Concepedia

Jinsung Yoon

JY

Statistics

Publications

60

Citations

6K

H-Index

31

Active since

2004

Affiliations

University of California, Los Angeles(Current)

Google (United States)

University of Oxford

University of Cambridge

University of Bologna

Jinsung Yoon is an author at University of California, Los Angeles specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceDeep LearningArtificial IntelligencePredictive AnalyticsStatisticsPattern RecognitionHealth Informatics

Publications per year

2004–2024

60

Publications

60

CutPaste: Self-Supervised Learning for Anomaly Detection and Localization

Chunliang Li, Kihyuk Sohn, Jinsung Yoon et al. · 2021 · 839 citations

Anomaly Detection, Machine Learning, Engineering +17

DeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks

Changhee Lee, William R. Zame, Jinsung Yoon et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 540 citations · Full text

Engineering, Machine Learning, Prognosis +20

GAIN: Missing Data Imputation using Generative Adversarial Nets

Jinsung Yoon, James Jordon, Mihaela van der Schaar · arXiv (Cornell University) · 2018 · 525 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

Time-series Generative Adversarial Networks

Jinsung Yoon, Daniel Jarrett, Mihaela van der Schaar · Neural Information Processing Systems · 2019 · 517 citations

Generative System, Engineering, Machine Learning +12

Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States

Estee Y. Cramer, Evan L Ray, Velma K. Lopez et al. · Proceedings of the National Academy of Sciences · 2022 · 296 citations · Full text

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