Approximate Data Deletion from Machine Learning Models: Algorithms and Evaluations. - Zachary Izzo; Mary Anne Smart; Kamalika Chaudhuri; James Y. Zou (CoRR, 2020)

Approximate Data Deletion from Machine Learning Models. - Zachary Izzo; Mary Anne Smart; Kamalika Chaudhuri; James Zou 001 (AISTATS, 2021)

How to Learn when Data Reacts to Your Model: Performative Gradient Descent. - Zachary Izzo; Lexing Ying; James Zou 001 (ICML, 2021)

Borrowing From the Future: Addressing Double Sampling in Model-free Control. - Yuhua Zhu; Zachary Izzo; Lexing Ying (MSML, 2021)

Dimensionality Reduction for Wasserstein Barycenter. - Zachary Izzo; Sandeep Silwal; Samson Zhou (NeurIPS, 2021)

How to Learn when Data Gradually Reacts to Your Model. - Zachary Izzo; James Zou 001; Lexing Ying (AISTATS, 2022)

Importance Tempering: Group Robustness for Overparameterized Models. - Yiping Lu 001; Wenlong Ji; Zachary Izzo; Lexing Ying (CoRR, 2022)

Data-Driven Subgroup Identification for Linear Regression. - Zachary Izzo; Ruishan Liu; James Zou 001 (ICML, 2023)

Continuous-in-time Limit for Bayesian Bandits. - Yuhua Zhu; Zachary Izzo; Lexing Ying (J. Mach. Learn. Res., 2023)

Matching Confidences and Softened Target Occurrences for Calibration. - Vinith Kugathasan; Honglu Zhou; Zachary Izzo; Gayal Kuruppu; Sanoojan Baliah; Muhammad Haris Khan (DICTA, 2024)

Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews. - 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 (ICML, 2024)

Provable Membership Inference Privacy. - Zachary Izzo; Jinsung Yoon; Sercan Ö. Arik; James Zou 001 (Trans. Mach. Learn. Res., 2024)

Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization. - Chamuditha Jayanga Galappaththige; Zachary Izzo; Xilin He; Honglu Zhou; Muhammad Haris Khan (WACV, 2025)

Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach. - Haoxuan Chen; Yinuo Ren; Martin Renqiang Min; Lexing Ying; Zachary Izzo (CoRR, 2025)

Group Relative Augmentation for Data Efficient Action Detection. - Deep Anil Patel; Iain Melvin; Zachary Izzo; Martin Renqiang Min (CoRR, 2025)