Rachel Redberg

15 papers A* 5A 1Journal 8
YearRankTypeTitle / Venue / Authors
2024 J jnl
Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners.
CoRR
Rachel Redberg, Antti Koskela, Yu-Xiang Wang
2024 A* conf
Privacy Profiles for Private Selection.
ICML
Antti Koskela, Rachel Redberg, Yu-Xiang Wang
2024 J jnl
Privacy Profiles for Private Selection.
CoRR
Antti Koskela, Rachel Redberg, Yu-Xiang Wang
2024 A* conf
Tractable MCMC for Private Learning with Pure and Gaussian Differential Privacy.
ICLR
Yingyu Lin, Yian Ma, Yu-Xiang Wang, Rachel Redberg, Zhiqi Bu
2023 A conf
Generalized PTR: User-Friendly Recipes for Data-Adaptive Algorithms with Differential Privacy.
AISTATS
Rachel Redberg, Yuqing Zhu, Yu-Xiang Wang
2023 J jnl
Generalized PTR: User-Friendly Recipes for Data-Adaptive Algorithms with Differential Privacy.
CoRR
Rachel Redberg, Yuqing Zhu, Yu-Xiang Wang
2023 A* conf
Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners.
NeurIPS
Rachel Redberg, Antti Koskela, Yu-Xiang Wang
2023 — —
Noise-adding and beyond: A study in data-adaptive methods for differential privacy
Rachel Redberg
2023 J jnl
Tractable MCMC for Private Learning with Pure and Gaussian Differential Privacy.
CoRR
Yingyu Lin, Yian Ma, Yu-Xiang Wang, Rachel Redberg
2022 A* conf
Differentially Private Linear Sketches: Efficient Implementations and Applications.
NeurIPS
Fuheng Zhao, Dan Qiao, Rachel Redberg, Divyakant Agrawal, Amr El Abbadi, Yu-Xiang Wang
2022 J jnl
Differentially Private Linear Sketches: Efficient Implementations and Applications.
CoRR
Fuheng Zhao, Dan Qiao, Rachel Redberg, Divyakant Agrawal, Amr El Abbadi, Yu-Xiang Wang
2021 A* conf
Privately Publishable Per-instance Privacy.
NeurIPS
Rachel Redberg, Yu-Xiang Wang
2021 J jnl
Privately Publishable Per-instance Privacy.
CoRR
Rachel Redberg, Yu-Xiang Wang
2021 J jnl
Tree++: Truncated Tree Based Graph Kernels.
IEEE Trans. Knowl. Data Eng.
Wei Ye, Zhen Wang, Rachel Redberg, Ambuj K. Singh
2020 J jnl
Tree++: Truncated Tree Based Graph Kernels.
CoRR
Wei Ye, Zhen Wang, Rachel Redberg, Ambuj K. Singh