James Zou and Lexing Ying.
I can be reached at zach at nec-labs dot com.
Monitoring AI-Modified Content at Scale [Article 1] [2] [3] [4]
Weixin Liang, Zachary Izzo, Yaohui Zhang, et al.
ICML 2024 (Oral)
Provable Membership Inference Privacy
Zachary Izzo, Jinsung Yoon, Sercan Arik, James Zou
TMLR 2024 (Workshop version: NeurIPS TSRML 2022)
Continuous-in-Time Limit for Bayesian Bandits
Yuhua Zhu, Zachary Izzo, Lexing Ying
JMLR 2023
Data-Driven Subgroup Identification for Linear Regression
Zachary Izzo, Ruishan Liu, James Zou
ICML 2023 (Workshop version: NeurIPS LMRL 2022)
How to Learn when Data Gradually Reacts to Your Model
Zachary Izzo, James Zou, Lexing Ying
AISTATS 2022 (Workshop version: ICML SRML 2021)
Dimensionality Reduction for Wasserstein Barycenter
Zachary Izzo, Sandeep Silwal, Samson Zhou
NeurIPS 2021
How to Learn when Data Reacts to Your Model: Performative Gradient Descent
Zachary Izzo, Lexing Ying, James Zou
ICML 2021
Borrowing From the Future: Addressing Double Sampling in Model-free Control
Yuhua Zhu, Zachary Izzo, Lexing Ying
MSML 2021
Approximate Data Deletion from Machine Learning Models [Article]
Zachary Izzo, Mary Anne Smart, Kamalika Chaudhuri, James Zou
AISTATS 2021
A Theoretical Study of Dataset Distillation
Zachary Izzo, James Zou
NeurIPS M3L 2023
Importance Tempering: Group Robustness for Overparameterized Models
Yiping Lu, Wenlong Ji, Zachary Izzo, Lexing Ying
Under review