Zachary Izzo

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Linear Regression

Simulation Data

Machine Learning Models

Dimensionality Reduction

Top Venues

Publications

Zachary Izzo, Jinsung Yoon, Sercan Ö. Arik, James Zou
Provable Membership Inference Privacy. Trans. Mach. Learn. Res. 2024 (2024)
Weixin Liang, Zachary Izzo, Yaohui Zhang, Haley Lepp, Hancheng Cao, Xuandong Zhao, Lingjiao Chen, Haotian Ye, Sheng Liu, Zhi Huang, Daniel A. McFarland, James Y. Zou
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews. CoRR (2024)
Zachary Izzo, Ruishan Liu, James Zou
Data-Driven Subgroup Identification for Linear Regression. ICML (2023)
Zachary Izzo, Ruishan Liu, James Zou
Data-Driven Subgroup Identification for Linear Regression. CoRR (2023)
Yiping Lu, Wenlong Ji, Zachary Izzo, Lexing Ying
Importance Tempering: Group Robustness for Overparameterized Models. CoRR (2022)
Zachary Izzo, Jinsung Yoon, Sercan Ö. Arik, James Zou
Provable Membership Inference Privacy. CoRR (2022)
Zachary Izzo, James Zou, Lexing Ying
How to Learn when Data Gradually Reacts to Your Model. AISTATS (2022)
Zachary Izzo, Lexing Ying, James Zou
How to Learn when Data Reacts to Your Model: Performative Gradient Descent. ICML (2021)
Zachary Izzo, Mary Anne Smart, Kamalika Chaudhuri, James Zou
Approximate Data Deletion from Machine Learning Models. AISTATS (2021)
Zachary Izzo, Lexing Ying, James Zou
How to Learn when Data Reacts to Your Model: Performative Gradient Descent. CoRR (2021)
Zachary Izzo, Sandeep Silwal, Samson Zhou
Dimensionality Reduction for Wasserstein Barycenter. CoRR (2021)
Zachary Izzo, Sandeep Silwal, Samson Zhou
Dimensionality Reduction for Wasserstein Barycenter. NeurIPS (2021)
Zachary Izzo, James Zou, Lexing Ying
How to Learn when Data Gradually Reacts to Your Model. CoRR (2021)
Yuhua Zhu, Zachary Izzo, Lexing Ying
Borrowing From the Future: Addressing Double Sampling in Model-free Control. MSML (2021)
Zachary Izzo, Mary Anne Smart, Kamalika Chaudhuri, James Y. Zou
Approximate Data Deletion from Machine Learning Models: Algorithms and Evaluations. CoRR (2020)