Audra McMillan

Researcher, Apple

Joined

June 2020

Names

Audra McMillan (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@apple.com (Confirmed)

Personal Links

Career & Education History

Researcher

Apple (apple.com)

2020 – Present

Postdoc

Northeastern University (neu.edu)

2018 – 2020

Postdoc

Boston University (bu.edu)

2018 – 2020

Advisors, Relations & Conflicts

Postdoc Advisor

2018 – 2020

Postdoc Advisor

2018 – 2020

PhD Advisor

2015 – 2018

Expertise

Privacy

Present

Differential privacy

Present

Statistics

Present

Publications

Local Pan-privacy for Federated Analytics
Vitaly Feldman, Audra McMillan, Guy N. Rothblum, Kunal Talwar
- ICML 2025 poster
- Readers: Everyone
Instance-Optimal Private Density Estimation in the Wasserstein Distance
Vitaly Feldman, Audra McMillan, Satchit Sivakumar, Kunal Talwar
- NeurIPS 2024 poster
- Readers: Everyone
Differentially Private Heavy Hitters using Federated Analytics
Karan Chadha, Junye Chen, John Duchi, Vitaly Feldman, Hanieh Hashemi, Omid Javidbakht, Audra McMillan, Kunal Talwar
- FL-ICML 2023
- Readers: Everyone
Mean Estimation with User-level Privacy under Data Heterogeneity
Rachel Cummings, Vitaly Feldman, Audra McMillan, Kunal Talwar
- Published: 31 Oct 2022, Last Modified: 11 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Mean Estimation with User-level Privacy under Data Heterogeneity
Rachel Cummings, Vitaly Feldman, Audra McMillan, Kunal Talwar
- Published: 04 Nov 2021, Last Modified: 15 May 2023
- PRIML 2021 Poster
- Readers: Everyone
Online Learning via the Differential Privacy Lens
Jacob D. Abernethy, Young Hun Jung, Chansoo Lee, Audra McMillan, Ambuj Tewari
- 2019 (modified: 08 Nov 2022)
- NeurIPS 2019
- Readers: Everyone
The structure of optimal private tests for simple hypotheses
Clément L. Canonne, Gautam Kamath, Audra McMillan, Adam D. Smith, Jonathan Ullman
- 2019 (modified: 07 Nov 2022)
- STOC 2019
- Readers: Everyone
Private Identity Testing for High-Dimensional Distributions
Clément L. Canonne, Gautam Kamath, Audra McMillan, Jonathan Ullman, Lydia Zakynthinou
- 2019 (modified: 07 Nov 2022)
- CoRR 2019
- Readers: Everyone
Property Testing for Differential Privacy.
Anna C. Gilbert, Audra McMillan
- 2018 (modified: 09 Nov 2022)
- CoRR2018
- Readers: Everyone
Local differential privacy for physical sensor data and sparse recovery.
Audra McMillan, Anna C. Gilbert
- 2018 (modified: 09 Nov 2022)
- CISS2018
- Readers: Everyone

View all 14 publications

Co-Authors