Stacy Patterson

Associate Professor, Rensselaer Polytechnic Institute

Joined

July 2019

Names

Stacy Patterson

Emails

****@cs.rpi.edu (Confirmed)

,

****@gmail.com (Confirmed)

,

****@rpi.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

Rensselaer Polytechnic Institute (rpi.edu)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Measuring Privacy Risks and Tradeoffs in Financial Synthetic Data Generation
Michael Zuo, Inwon Kang, Stacy Patterson, Oshani Seneviratne
- TIME 2026 Poster
- Readers: Everyone
Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models
Linh Tran, Wei Sun, Stacy Patterson, Ana Milanova
- ICLR 2025 Poster
- Readers: Everyone
Privacy Tradeoffs in Vertical Federated Learning
Linh Tran, Timothy Castiglia, Stacy Patterson, Ana Milanova
- Published: 16 May 2023, Last Modified: 02 Jul 2023
- FLSys 2023
- Readers: Everyone
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson
- ICML 2023 Poster
- Readers: Everyone
Self-Supervised Vertical Federated Learning
Timothy Castiglia, Shiqiang Wang, Stacy Patterson
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- FL-NeurIPS 2022 Poster
- Readers: Everyone
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data
Timothy Castiglia, Anirban Das, Shiqiang Wang, Stacy Patterson
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks
Timothy Castiglia, Anirban Das, Stacy Patterson
- Published: 12 Jan 2021, Last Modified: 05 May 2023
- ICLR 2021 Poster
- Readers: Everyone

Co-Authors