Cheng, Yifei

1. Variance Reduced Local SGD with Lower Communication Complexity
   2019/12/30 by Xianfeng Liang, Liang, Xianfeng, Shuheng Shen +9 · 3 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
2. STL-SGD: Speeding Up Local SGD with Stagewise Communication Period
   2020/06/11 by Shuheng Shen, Shen, Shuheng, Yifei Cheng +5 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. Communication-Efficient Distributed Learning with Local Immediate Error Compensation
   2024/02/19 by Cheng, Yifei, Shen, Li, Xu, Linli +6 · 2 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
4. DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training
   2022/02/28 by Joya Chen, Kai Xu, Chen, Joya +6 · 1 citation
   Computer Science · Mathematics · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
5. Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent
   2019/06/28 by Shuheng Shen, Shen, Shuheng, Linli Xu +7 · 3 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications #Privacy-Preserving Technologies in Data