Patty Liu

PhD student, Computer Science, Princeton University

Joined

May 2022

Names

Patty Liu (Preferred)

Emails

****@mail.utoronto.ca (Confirmed)

****@princeton.edu (Confirmed)

Personal Links

DBLP

Career & Education History

PhD student

Computer Science, Princeton University (princeton.edu)

2024 – 2029

Undergrad student

Engineering Science, University of Toronto (utoronto.ca)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Peter Henderson

2024 – 2029

Coauthor

Nicolas Papernot

2022 – 2023

Expertise

No areas of expertise listed

Publications

Lossgate: Incomplete Information and Misaligned Incentives Hinder Regulation of Societal Risks in Machine Learning
Mohammad Yaghini, Patty Liu, Andrew Magnuson, Franziska Boenisch, Nicolas Papernot
- Submitted to ICLR 2025
- Readers: Everyone
Regulation Games for Trustworthy Machine Learning
Mohammad Yaghini, Patty Liu, Franziska Boenisch, Nicolas Papernot
- RegML 2023
- Readers: Everyone
Learning to Walk Impartially on the Pareto Frontier of Fairness, Privacy, and Utility
Mohammad Yaghini, Patty Liu, Franziska Boenisch, Nicolas Papernot
- RegML 2023
- Readers: Everyone
FairPATE: Exposing the Pareto Frontier of Fairness, Privacy, Accuracy, and Coverage
Mohammad Yaghini, Patty Liu, Franziska Boenisch, Nicolas Papernot
- Submitted to ICLR 2024
- Readers: Everyone
Regulation Games for Trustworthy Machine Learning
Mohammad Yaghini, Patty Liu, Franziska Boenisch, Nicolas Papernot
- Submitted to ICLR 2024
- Readers: Everyone
Learning with Impartiality to Walk on the Pareto Frontier of Fairness, Privacy, and Utility
Mohammad Yaghini, Patty Liu, Franziska Boenisch, Nicolas Papernot
- Published: 01 Jan 2023, Last Modified: 17 May 2023
- CoRR 2023
- Readers: Everyone
Fascicle-Selective Bidirectional Peripheral Nerve Interface IC with 173dB FOM Noise-Shaping SAR ADCs and 1.38pJ/b Frequency-Multiplying Current-Ripple Radio Transmitter
Jianxiong Xu, José B. Sales Filho, Sudip Nag, Liam Long, Camilo Tejeiro, Eugene Hwang, Gerard O'Leary, Yu Huang, Mustafa A. Kanchwala, Mohammad Abdolrazzaghi, Chenxi Tang, Patty Liu, Yuan Sui, Xilin Liu, George V. Eleftheriades, José Zariffa, Roman Genov
- Published: 01 Jan 2023, Last Modified: 17 May 2023
- ISSCC 2023
- Readers: Everyone

Patty Liu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Lossgate: Incomplete Information and Misaligned Incentives Hinder Regulation of Societal Risks in Machine Learning

Regulation Games for Trustworthy Machine Learning

Learning to Walk Impartially on the Pareto Frontier of Fairness, Privacy, and Utility

FairPATE: Exposing the Pareto Frontier of Fairness, Privacy, Accuracy, and Coverage

Regulation Games for Trustworthy Machine Learning

Learning with Impartiality to Walk on the Pareto Frontier of Fairness, Privacy, and Utility

Fascicle-Selective Bidirectional Peripheral Nerve Interface IC with 173dB FOM Noise-Shaping SAR ADCs and 1.38pJ/b Frequency-Multiplying Current-Ripple Radio Transmitter

Co-Authors