Yunwei Ren

1. Emergence and scaling laws in SGD learning of shallow neural networks
   2025/04/28 by Yunwei Ren, Eshaan Nichani, Ren, Yunwei +5 · 1 voice · 7 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Stochastic Gradient Optimization Techniques #cs.LG #stat.ML
2. Understanding Deflation Process in Over-parametrized Tensor Decomposition
   2021/06/11 by Rong Ge, Yunwei Ren, Ge, Rong +5 · 1 citation
   Engineering · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
3. Learning and Transferring Sparse Contextual Bigrams with Linear Transformers
   2024/10/30 by Yunwei Ren, Zixuan Wang, Ren, Yunwei +3 · 2 citations
   Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Music and Audio Processing #Speech and Audio Processing
4. Algorithmic Separation between Constant-Depth and Logarithmic-Depth Neural Networks
   2026/07/28 by Yunwei Ren, Zihao Wang, Jason D. Lee
   #cs.LG #stat.ML