Kou, Yiwen

1. Benign Overfitting for Two-layer ReLU Convolutional Neural Networks
   2023/03/07 by Kou, Yiwen, Chen, Zixiang, Chen, Yuanzhou +1 · 7 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
2. Why Does Sharpness-Aware Minimization Generalize Better Than SGD?
   2023/10/11 by Zixiang Chen, Chen, Zixiang, Junkai Zhang +9 · 8 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Optimization and Control (math.OC)
3. Implicit Bias of Gradient Descent for Two-layer ReLU and Leaky ReLU Networks on Nearly-orthogonal Data
   2023/10/29 by Yiwen Kou, Zixiang Chen, Kou, Yiwen +3 · 5 citations
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC)
4. Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time
   2023/12/14 by Zixiang Chen, Chen, Zixiang, Huizhuo Yuan +9 · 3 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Stochastic Gradient Optimization Techniques
5. Matching the Statistical Query Lower Bound for k-Sparse Parity Problems with Sign Stochastic Gradient Descent
   2024/04/18 by Yiwen Kou, Kou, Yiwen, Zixiang Chen +5 · 1 citation
   Computer Science · #Stochastic Gradient Optimization Techniques #Complexity and Algorithms in Graphs #Bayesian Modeling and Causal Inference
6. Guided Discrete Diffusion for Electronic Health Record Generation
   2024/04/18 by Jun Han, Han, Jun, Zixiang Chen +11 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Health Professions · #Biomedical Text Mining and Ontologies #Electronic Health Records Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare