Chen, Zhongzhu
- DiffSmooth: Certifiably Robust Learning via Diffusion Models and Local Smoothing
2023/08/28 by Jiawei Zhang, Zhong‐Zhu Chen, Zhang, Jiawei +7 · 3 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Performative Federated Learning: A Solution to Model-Dependent and Heterogeneous Distribution Shifts
2023/05/08 by Jin, Kun, Yin, Tongxin, Chen, Zhongzhu +4 · 2 citations
#Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
- Mixing convex-optimization bounds for maximum-entropy sampling
2020/01/31 by Chen, Zhongzhu, Fampa, Marcia, Lambert, Amélie +1 · 2 citations
#62H11 #62K99 #90C25 #90C27 #90C51 #FOS: Mathematics #Optimization and Control (math.OC)
- DensePure: Understanding Diffusion Models towards Adversarial Robustness
2022/11/01 by Chaowei Xiao, Xiao, Chaowei, Zhong‐Zhu Chen +15 · 1 citation
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Generalized Scaling for the Constrained Maximum-Entropy Sampling Problem
2023/02/09 by Chen, Zhongzhu, Fampa, Marcia, Lee, Jon · 2 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- On computing with some convex relaxations for the maximum-entropy sampling problem
2021/12/28 by Zhong‐Zhu Chen, Chen, Zhongzhu, Marcia Fampa +3 · 2 citations
Computer Science · Mathematics · Physics and Astronomy · #Advanced Statistical Methods and Models #Adversarial Robustness in Machine Learning #FOS: Mathematics #Optimization and Control (math.OC) #Statistical Mechanics and Entropy