Zhong‐Zhu Chen

1. DiffSmooth: Certifiably Robust Learning via Diffusion Models and Local Smoothing
   2023/08/28 by Jiawei Zhang, Zhang, Jiawei, Zhong‐Zhu Chen +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)
2. Mixing convex-optimization bounds for maximum-entropy sampling
   2020/01/31 by Zhong‐Zhu Chen, Chen, Zhongzhu, Marcia Fampa +5 · 2 citations
   Computer Science · Mathematics · #62H11 #62K99 #90C25 #90C27 #90C51 #Advanced Statistical Methods and Models #Bayesian Methods and Mixture Models #Blind Source Separation Techniques #FOS: Mathematics #Optimization and Control (math.OC)
3. 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
4. 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