Rachel Emily Redberg

Postdoc, Northeastern University

Joined

May 2021

Names

Rachel Emily Redberg (Preferred)

Rachel Redberg

Emails

****@ucsb.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Postdoc

Northeastern University (northeastern.edu)

2024 – Present

PhD student

UC Santa Barbara (ucsb.edu)

2016 – 2023

Intern

Amazon (amazon.com)

2022 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Yu-Xiang Wang

Present

Postdoc Advisor

Jennifer Dy

Present

Postdoc Advisor

Stratis Ioannidis

Present

Expertise

differential privacy

Present

Publications

Privacy Profiles for Private Selection
Antti Koskela, Rachel Emily Redberg, Yu-Xiang Wang
- ICML 2024 Poster
- Readers: Everyone
Tractable MCMC for Private Learning with Pure and Gaussian Differential Privacy
Yingyu Lin, Yian Ma, Yu-Xiang Wang, Rachel Redberg, Zhiqi Bu
- ICLR 2024
- Readers: Everyone
Privacy Profiles for Private Selection
Antti Koskela, Rachel Redberg, Yu-Xiang Wang
- ICML 2024
- Readers: Everyone
Tractable MCMC for Private Learning with Pure and Gaussian Differential Privacy
Yingyu Lin, Yian Ma, Yu-Xiang Wang, Rachel Emily Redberg, Zhiqi Bu
- ICLR 2024 poster
- Readers: Everyone
Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners
Rachel Emily Redberg, Antti Koskela, Yu-Xiang Wang
- NeurIPS 2023 poster
- Readers: Everyone
Tree++: Truncated Tree Based Graph Kernels
Wei Ye, Zhen Wang, Rachel Emily Redberg, Ambuj Singh
- 09 Feb 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners
Rachel Redberg, Antti Koskela, Yu-Xiang Wang
- NeurIPS 2023
- Readers: Everyone
Generalized PTR: User-Friendly Recipes for Data-Adaptive Algorithms with Differential Privacy
Rachel Redberg, Yuqing Zhu, Yu-Xiang Wang
- AISTATS 2023
- Readers: Everyone
Differentially Private Linear Sketches: Efficient Implementations and Applications
Fuheng Zhao, Dan Qiao, Rachel Emily Redberg, Divyakant Agrawal, Amr El Abbadi, Yu-Xiang Wang
- Published: 31 Oct 2022, Last Modified: 12 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Differentially Private Linear Sketches: Efficient Implementations and Applications
Fuheng Zhao, Dan Qiao, Rachel Redberg, Divyakant Agrawal, Amr El Abbadi, Yu-Xiang Wang
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- NeurIPS 2022
- Readers: Everyone

View all 13 publications

Rachel Emily Redberg

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors