Honglin Yuan

1. A Field Guide to Federated Optimization
   2021/07/14 by Jianyu Wang, Zachary Charles, Wang, Jianyu +103 · 27 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. Plex: Towards Reliability using Pretrained Large Model Extensions
   2022/07/15 by Dustin Tran, Jeremiah Liu, Tran, Dustin +49 · 12 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
3. Federated Accelerated Stochastic Gradient Descent
   2020/06/16 by Honglin Yuan, Tengyu Ma, Yuan, Honglin +1 · 6 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #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)
4. Sharp Bounds for Federated Averaging (Local SGD) and Continuous Perspective
   2021/11/05 by Margalit Glasgow, Honglin Yuan, Glasgow, Margalit +3 · 4 citations
   Computer Science · Mathematics · #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 #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
5. Rift melting of juvenile arc-derived crust: Geochemical evidence from Neoproterozoic volcanic and granitic rocks in the Jiangnan Orogen, South China
   2008/02/09 by Yong-Fei Zheng, Yong‐Fei Zheng, Rong-Xin Wu +8 · 2 citations
   Earth and Planetary Sciences · #Geological and Geochemical Analysis #High-pressure geophysics and materials #earthquake and tectonic studies
6. Federated Composite Optimization
   2020/11/17 by Honglin Yuan, Yuan, Honglin, Manzil Zaheer +3 · 2 citations
   Computer Science · Engineering · #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)