Terrance Liu

Terrance Liu

Carnegie Mellon University

H-index: 8

North America-United States

About Terrance Liu

Terrance Liu, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Machine Learning, Deep Learning, Differential Privacy.

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

Generating Private Synthetic Data with Genetic Algorithms

Response to comment on “Policy impacts of statistical uncertainty and privacy”

Reply to Sanchéz et al.: Multiplicity does not protect privacy

Confidence-ranked reconstruction of census microdata from published statistics

Policy impacts of statistical uncertainty and privacy

Private Synthetic Data with Hierarchical Structure

Iterative methods for private synthetic data: Unifying framework and new methods

Leveraging public data for practical private query release

Terrance Liu Information

University

Position

___

Citations(all)

580

Citations(since 2020)

580

Cited By

35

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

Terrance Liu Skills & Research Interests

Machine Learning

Deep Learning

Differential Privacy

Top articles of Terrance Liu

Generating Private Synthetic Data with Genetic Algorithms

2023/7/3

Response to comment on “Policy impacts of statistical uncertainty and privacy”

Science

2023/6/2

Reply to Sanchéz et al.: Multiplicity does not protect privacy

Proceedings of the National Academy of Sciences

2023/5/2

Confidence-ranked reconstruction of census microdata from published statistics

Proceedings of the National Academy of Sciences

2023/2/21

Policy impacts of statistical uncertainty and privacy

Science

2022/8/26

Private Synthetic Data with Hierarchical Structure

arXiv preprint arXiv:2206.05942

2022/6/13

Terrance Liu
Terrance Liu

H-Index: 2

Zhiwei Steven Wu
Zhiwei Steven Wu

H-Index: 23

Iterative methods for private synthetic data: Unifying framework and new methods

Advances in Neural Information Processing Systems

2021/12/6

Terrance Liu
Terrance Liu

H-Index: 2

Giuseppe Vietri
Giuseppe Vietri

H-Index: 5

Leveraging public data for practical private query release

2021/7/1

Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data

arXiv preprint arXiv:2106.13213

2021/6/24

Multimodal privacy-preserving mood prediction from mobile data: A preliminary study

arXiv preprint arXiv:2012.02359

2020/12/4

Think locally, act globally: Federated learning with local and global representations

arXiv preprint arXiv:2001.01523

2020/1/6

See List of Professors in Terrance Liu University(Carnegie Mellon University)

Co-Authors

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