Zachary Izzo
- Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
2024/03/11 by Weixin Liang, Liang, Weixin, Zachary Izzo +22 · 25 voices · 43 citations
Medicine · #Artificial Intelligence in Healthcare and Education
- Approximate Data Deletion from Machine Learning Models
2020/02/24 by Zachary Izzo, Mary Anne Smart, Izzo, Zachary +5 · 28 citations
Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- How to Learn when Data Gradually Reacts to Your Model
2021/12/13 by Zachary Izzo, James Zou, Izzo, Zachary +3 · 7 citations
Computer Science · #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Dimensionality Reduction for Wasserstein Barycenter
2021/10/18 by Zachary Izzo, Izzo, Zachary, Sandeep Silwal +3 · 4 citations
Computer Science · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Geometric Analysis and Curvature Flows #Machine Learning (cs.LG) #Point processes and geometric inequalities #Probability (math.PR) #Topological and Geometric Data Analysis
- Data-Driven Subgroup Identification for Linear Regression
2023/04/29 by Zachary Izzo, Izzo, Zachary, Ruishan Liu +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Clustering Algorithms Research #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach
2025/06/04 by Haoxuan Chen, Chen, Haoxuan, Yinuo Ren +7 · 6 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Numerical Analysis (math.NA) #electronic engineering #information engineering
- Provable Membership Inference Privacy
2022/11/12 by Zachary Izzo, Jinsung Yoon, Izzo, Zachary +5 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Stochastic Gradient Optimization Techniques
- Tracing LLM Behavior to the Training Data with Empirical Next-Token Distributions
2026/07/15 by Zachary Izzo
#cs.AI