Concepedia

James Jordon

JJ

13

Publications

1.4K

Citations

11

H-Index

2018

Active since

Affiliations

University of Oxford(Current)

University of California, Los Angeles

University of Cambridge

Turing Institute

James Jordon is an author at University of Oxford specializing in data science, engineering, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningArtificial IntelligenceStatisticsGenerative ModelsKnowledge DiscoveryPattern Recognition

Publications per year

2018–2020

13

Publications

13

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

PATE-GAN: Generating Synthetic Data with Differential Privacy Guarantees

James Jordon, Jinsung Yoon, Mihaela van der Schaar · International Conference on Learning Representations · 2018 · 289 citations

Privacy Protection, Differential Privacy Guarantees, Engineering +8

GAIN: Missing Data Imputation using Generative Adversarial Nets

Jinsung Yoon, James Jordon, Mihaela van der Schaar · International Conference on Machine Learning · 2018 · 137 citations

Artificial Intelligence, Engineering, Machine Learning +14

VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain

Jinsung Yoon, Yao Zhang, James Jordon et al. · Neural Information Processing Systems · 2020 · 102 citations

Artificial Intelligence, Natural Language Processing, Tabular Domain +11

INVASE: Instance-wise Variable Selection using Neural Networks

Jinsung Yoon, James Jordon, Mihaela van der Schaar · International Conference on Learning Representations · 2018 · 82 citations

Instance-based Learning, Engineering, Machine Learning +8

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