Yingtai Xiao

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Convex Loss Functions

Differential Privacy

Differentially Private

Top Venues

Proc. VLDB Endow.

Publications

Yingtai Xiao, Jian Du, Shikun Zhang, Qiang Yan, Danfeng Zhang, Daniel Kifer
Click Without Compromise: Online Advertising Measurement via Per User Differential Privacy. CoRR (2024)
Zeyu Ding, Yuxin Wang, Yingtai Xiao, Guanhong Wang, Danfeng Zhang, Daniel Kifer
Free gap estimates from the exponential mechanism, sparse vector, noisy max and related algorithms. VLDB J. 32 (1) (2023)
Zeyu Ding, John Durrell, Daniel Kifer, Prottay Protivash, Guanhong Wang, Yuxin Wang, Yingtai Xiao, Danfeng Zhang
A Floating-Point Secure Implementation of the Report Noisy Max with Gap Mechanism. CoRR (2023)
Yingtai Xiao, Guanhong Wang, Danfeng Zhang, Daniel Kifer
Answering Private Linear Queries Adaptively using the Common Mechanism. Proc. VLDB Endow. 16 (8) (2023)
Yingtai Xiao, Guanlin He, Danfeng Zhang, Daniel Kifer
An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions. NeurIPS (2023)
Yingtai Xiao, Guanlin He, Danfeng Zhang, Daniel Kifer
An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions. CoRR (2023)
Yingtai Xiao, Guanhong Wang, Danfeng Zhang, Daniel Kifer
Answering Private Linear Queries Adaptively using the Common Mechanism. CoRR (2022)
Yingtai Xiao, Zeyu Ding, Yuxin Wang, Danfeng Zhang, Daniel Kifer
Optimizing Fitness-For-Use of Differentially Private Linear Queries. Proc. VLDB Endow. 14 (10) (2021)
Yuxin Wang, Zeyu Ding, Yingtai Xiao, Daniel Kifer, Danfeng Zhang
DPGen: Automated Program Synthesis for Differential Privacy. CoRR (2021)
Yuxin Wang, Zeyu Ding, Yingtai Xiao, Daniel Kifer, Danfeng Zhang
DPGen: Automated Program Synthesis for Differential Privacy. CCS (2021)
Zeyu Ding, Daniel Kifer, Sayed M. Saghaian N. E., Thomas Steinke, Yuxin Wang, Yingtai Xiao, Danfeng Zhang
The Permute-and-Flip Mechanism is Identical to Report-Noisy-Max with Exponential Noise. CoRR (2021)
Zeyu Ding, Yuxin Wang, Yingtai Xiao, Guanhong Wang, Danfeng Zhang, Daniel Kifer
Free Gap Estimates from the Exponential Mechanism, Sparse Vector, Noisy Max and Related Algorithms. CoRR (2020)
Yingtai Xiao, Zeyu Ding, Yuxin Wang, Danfeng Zhang, Daniel Kifer
Optimizing Fitness-For-Use of Differentially Private Linear Queries. CoRR (2020)
Yong Liu, Yingtai Xiao, Qiong Wu, Chunyan Miao, Juyong Zhang, Binqiang Zhao, Haihong Tang
Diversified Interactive Recommendation with Implicit Feedback. AAAI (2020)
Yong Liu, Yingtai Xiao, Qiong Wu, Chunyan Miao, Juyong Zhang
Bandit Learning for Diversified Interactive Recommendation. CoRR (2019)