Tianhao Wang

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 15

Top Topics

Differentially Private

Differential Privacy

Projection Operator

Active Learning

Top Venues

IACR Cryptol. ePrint Arch.

Publications

Hoang Anh Just, Feiyang Kang, Tianhao Wang, Yi Zeng, Myeongseob Ko, Ming Jin, Ruoxi Jia
LAVA: Data Valuation without Pre-Specified Learning Algorithms. ICLR (2023)
Tianhao Wang, Ruoxi Jia
Data Banzhaf: A Data Valuation Framework with Maximal Robustness to Learning Stochasticity. CoRR (2022)
Yingyan Zeng, Tianhao Wang, Si Chen, Hoang Anh Just, Ran Jin, Ruoxi Jia
Learning to Refit for Convex Learning Problems. CoRR (2021)
Salil P. Vadhan, Tianhao Wang
Concurrent Composition of Differential Privacy. TCC (2) (2021)
Salil P. Vadhan, Tianhao Wang
Concurrent Composition of Differential Privacy. IACR Cryptol. ePrint Arch. 2021 (2021)
Wenxiao Wang, Tianhao Wang, Lun Wang, Nanqing Luo, Pan Zhou, Dawn Song, Ruoxi Jia
DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing. CoRR (2021)
Tianhao Wang, Si Chen, Ruoxi Jia
One-Round Active Learning. CoRR (2021)
Tianhao Wang, Yuheng Zhang, Ruoxi Jia
Improving Robustness to Model Inversion Attacks via Mutual Information Regularization. AAAI (2021)
Wenxiao Wang, Tianhao Wang, Lun Wang, Nanqing Luo, Pan Zhou, Dawn Song, Ruoxi Jia
DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing. Proc. Priv. Enhancing Technol. 2021 (4) (2021)
Tianhao Wang, Yi Zeng, Ming Jin, Ruoxi Jia
A Unified Framework for Task-Driven Data Quality Management. CoRR (2021)
Tianhao Wang, Yu Yang, Ruoxi Jia
Learnability of Learning Performance and Its Application to Data Valuation. CoRR (2021)
Salil P. Vadhan, Tianhao Wang
Concurrent Composition of Differential Privacy. CoRR (2021)
Si Chen, Tianhao Wang, Ruoxi Jia
Zero-Round Active Learning. CoRR (2021)
Tianhao Wang, Yuheng Zhang, Ruoxi Jia
Improving Robustness to Model Inversion Attacks via Mutual Information Regularization. CoRR (2020)
Tianhao Wang, Johannes Rausch, Ce Zhang, Ruoxi Jia, Dawn Song
A Principled Approach to Data Valuation for Federated Learning. CoRR (2020)