Rachel Redberg

15 papers A* 5A 1Journal 8

Year	Rank	Type	Title / 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