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Differential Privacy

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Employment (1)

Pennsylvania State University: State College, Pennsylvania, US

2019-08-02 to 2024-05-11 | Research Scientist (Computer Science)
Employment
Source: Self-asserted source
Yingtai Xiao

Education and qualifications (1)

Pennsylvania State University: State College, Pennsylvania, US

2019-08-02 to 2024-05-15 | PhD (Computer Science)
Education
Source: Self-asserted source
Yingtai Xiao

Works (13)

Free gap estimates from the exponential mechanism, sparse vector, noisy max and related algorithms

The VLDB Journal
2023 | Journal article
DOI: 10.1007/S00778-022-00728-2
WOSUID: WOS:000756221900001
Contributors: Ding, Zeyu; Wang, Yuxin; Xiao, Yingtai; Wang, Guanhong; Zhang, Danfeng; Kifer, Daniel
Source: check_circle
Web of Science Researcher Profile Sync

Answering Private Linear Queries Adaptively using the Common Mechanism

arXiv preprint arXiv:2212.00135
2022 | Journal article
Contributors: Xiao, Yingtai; Wang, Guanhong; Zhang, Danfeng; Kifer, Daniel
Source: Self-asserted source
Yingtai Xiao

Free gap estimates from the exponential mechanism, sparse vector, noisy max and related algorithms

The VLDB Journal
2022 | Journal article
Contributors: Ding, Zeyu; Wang, Yuxin; Xiao, Yingtai; Wang, Guanhong; Zhang, Danfeng; Kifer, Daniel
Source: Self-asserted source
Yingtai Xiao

DPGen: Automated program synthesis for differential privacy

Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security
2021 | Conference paper
Contributors: Wang, Yuxin; Ding, Zeyu; Xiao, Yingtai; Kifer, Daniel; Zhang, Danfeng
Source: Self-asserted source
Yingtai Xiao

DPGen: Automated Program Synthesis for Differential Privacy

2021 | Journal article
Contributors: Yuxin, Wang; Ding, Zeyu; Xiao, Yingtai; Kifer, D; Zhang, Danfeng
Source: Self-asserted source
Yingtai Xiao

DPGen: Automated Program Synthesis for Differential Privacy

ACM SIGSAC Conference on Computer and Communications Security (CCS)
2021 | Conference paper
DOI: 10.1145/3460120.3484781
WOSUID: WOS:000768478300027
Contributors: Wang, Yuxin; Ding, Zeyu; Xiao, Yingtai; Kifer, Daniel; Zhang, Danfeng
Source: check_circle
Web of Science Researcher Profile Sync

Optimizing Fitness-For-Use of Differentially Private Linear Queries

Proceedings of the VLDB Endowment
2021 | Journal article
DOI: 10.14778/3467861.3467864
WOSUID: WOS:000742888800004
Contributors: Xiao, Yingtai; Ding, Zeyu; Wang, Yuxin; Zhang, Danfeng; Kifer, Daniel
Source: check_circle
Web of Science Researcher Profile Sync

The permute-and-flip mechanism is identical to report-noisy-max with exponential noise

arXiv preprint arXiv:2105.07260
2021 | Journal article
Contributors: Ding, Zeyu; Kifer, Daniel; Steinke, Thomas; Wang, Yuxin; Xiao, Yingtai; Zhang, Danfeng; others
Source: Self-asserted source
Yingtai Xiao

The Permute-and-Flip Mechanism is Identical to Report-Noisy-Max with Exponential Noise

ArXiv
2021 | Journal article
WOSUID: PPRN:12806126
Contributors: Ding, Zeyu; Kifer, Daniel; M. Saghaian, N. E. Sayed; Steinke, Thomas; Wang, Yuxin; Xiao, Yingtai; Zhang, Danfeng
Source: check_circle
Web of Science Researcher Profile Sync

Diversified interactive recommendation with implicit feedback

Proceedings of the AAAI Conference on Artificial Intelligence
2020 | Conference paper
Contributors: Liu, Yong; Xiao, Yingtai; Wu, Qiong; Miao, Chunyan; Zhang, Juyong; Zhao, Binqiang; Tang, Haihong
Source: Self-asserted source
Yingtai Xiao

Diversified Interactive Recommendation with Implicit Feedback

AAAI Conference on Artificial Intelligence
2020 | Conference paper
WOSUID: WOS:000667722805001
Contributors: Liu, Yong; Xiao, Yingtai; Wu, Qiong; Miao, Chunyan; Zhang, Juyong; Zhao, Binqiang; Tang, Haihong
Source: check_circle
Web of Science Researcher Profile Sync

Optimizing fitness-for-use of differentially private linear queries

Proceedings of the VLDB Endowment
2020 | Conference paper
Contributors: Xiao, Yingtai; Ding, Zeyu; Wang, Yuxin; Zhang, Danfeng; Kifer, Daniel
Source: Self-asserted source
Yingtai Xiao

Bandit learning for diversified interactive recommendation

arXiv preprint arXiv:1907.01647
2019 | Journal article
Contributors: Liu, Yong; Xiao, Yingtai; Wu, Qiong; Miao, Chunyan; Zhang, Juyong
Source: Self-asserted source
Yingtai Xiao

Peer review (4 reviews for 3 publications/grants)

Review activity for ACM transactions on database systems. (1)
Review activity for IEEE intelligent systems. (1)
Review activity for KDD. (2)
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