Zachary Izzo

25 papers A* 4A 3Misc 1Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A conf
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization.
WACV
Chamuditha Jayanga Galappaththige, Zachary Izzo, Xilin He, Honglu Zhou, Muhammad Haris Khan
2025 J jnl
Group Relative Augmentation for Data Efficient Action Detection.
CoRR
Deep Anil Patel, Iain Melvin, Zachary Izzo, Martin Renqiang Min
2025 J jnl
Quantitative Bounds for Length Generalization in Transformers.
CoRR
Zachary Izzo, Eshaan Nichani, Jason D. Lee
2025 J jnl
Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach.
CoRR
Haoxuan Chen, Yinuo Ren, Martin Renqiang Min, Lexing Ying, Zachary Izzo
2025 J jnl
Subgroup Discovery with the Cox Model.
CoRR
Zachary Izzo, Iain Melvin
2025 J jnl
To Err Is Human: Systematic Quantification of Errors in Published AI Papers via LLM Analysis.
CoRR
Federico Bianchi, Yongchan Kwon, Zachary Izzo, Linjun Zhang, James Zou
2024 J jnl
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization.
CoRR
Chamuditha Jayanga Galappaththige, Zachary Izzo, Xilin He, Honglu Zhou, Muhammad Haris Khan
2024 Misc conf
Matching Confidences and Softened Target Occurrences for Calibration.
DICTA
Vinith Kugathasan, Honglu Zhou, Zachary Izzo, Gayal Kuruppu, Sanoojan Baliah, Muhammad Haris Khan
2024 A* conf
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews.
ICML
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
2024 J jnl
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews.
CoRR
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
2024 J jnl
Provable Membership Inference Privacy.
Trans. Mach. Learn. Res.
Zachary Izzo, Jinsung Yoon, Sercan Ö. Arik, James Zou
2023 J jnl
Continuous-in-time Limit for Bayesian Bandits.
J. Mach. Learn. Res.
Yuhua Zhu, Zachary Izzo, Lexing Ying
2023 A* conf
Data-Driven Subgroup Identification for Linear Regression.
ICML
Zachary Izzo, Ruishan Liu, James Zou
2023 J jnl
Data-Driven Subgroup Identification for Linear Regression.
CoRR
Zachary Izzo, Ruishan Liu, James Zou
2022 A conf
How to Learn when Data Gradually Reacts to Your Model.
AISTATS
Zachary Izzo, James Zou, Lexing Ying
2022 J jnl
Importance Tempering: Group Robustness for Overparameterized Models.
CoRR
Yiping Lu, Wenlong Ji, Zachary Izzo, Lexing Ying
2022 J jnl
Provable Membership Inference Privacy.
CoRR
Zachary Izzo, Jinsung Yoon, Sercan Ö. Arik, James Zou
2021 A conf
Approximate Data Deletion from Machine Learning Models.
AISTATS
Zachary Izzo, Mary Anne Smart, Kamalika Chaudhuri, James Zou
2021 — conf
Borrowing From the Future: Addressing Double Sampling in Model-free Control.
MSML
Yuhua Zhu, Zachary Izzo, Lexing Ying
2021 A* conf
Dimensionality Reduction for Wasserstein Barycenter.
NeurIPS
Zachary Izzo, Sandeep Silwal, Samson Zhou
2021 J jnl
Dimensionality Reduction for Wasserstein Barycenter.
CoRR
Zachary Izzo, Sandeep Silwal, Samson Zhou
2021 J jnl
How to Learn when Data Gradually Reacts to Your Model.
CoRR
Zachary Izzo, James Zou, Lexing Ying
2021 A* conf
How to Learn when Data Reacts to Your Model: Performative Gradient Descent.
ICML
Zachary Izzo, Lexing Ying, James Zou
2021 J jnl
How to Learn when Data Reacts to Your Model: Performative Gradient Descent.
CoRR
Zachary Izzo, Lexing Ying, James Zou
2020 J jnl
Approximate Data Deletion from Machine Learning Models: Algorithms and Evaluations.
CoRR
Zachary Izzo, Mary Anne Smart, Kamalika Chaudhuri, James Y. Zou