Shusen Wang

1. On the Convergence of FedAvg on Non-IID Data
   2019/07/04 by Xiang Li, Kaixuan Huang, Li, Xiang +7 · 102 citations
   Computer Science · #Age of Information Optimization #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. GIANT: Globally Improved Approximate Newton Method for Distributed Optimization
   2017/09/11 by Shusen Wang, Fred Roosta, Wang, Shusen +6 · 10 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Complexity and Algorithms in Graphs #Distributed #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)
3. Towards More Efficient SPSD Matrix Approximation and CUR Matrix\n Decomposition
   2015/03/29 by Shusen Wang, Wang, Shusen, Zhihua Zhang +3 · 1 citation
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications
4. Matrix Sketching for Secure Collaborative Machine Learning
   2019/09/24 by Mengjiao Zhang, Shusen Wang, Zhang, Mengjiao +1 · 1 citation
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
5. FedPower: Privacy-Preserving Distributed Eigenspace Estimation
   2021/03/01 by Xiao Guo, Guo, Xiao, Xiang Li +7 · 1 citation
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Random Matrices and Applications #Stochastic Gradient Optimization Techniques
6. An End-to-End Framework for Marketing Effectiveness Optimization under Budget Constraint
   2023/02/09 by Ziang Yan, Yan, Ziang, Shusen Wang +7 · 1 citation
   Business, Management and Accounting · Decision Sciences · Engineering · #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Technology Adoption and User Behaviour #Transportation and Mobility Innovations
7. DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence?
   2024/06/18 by Zhouhong Gu, Gu, Zhouhong, Lin Zhang +19 · 1 citation
   Computer Science · #Topic Modeling #Natural Language Processing Techniques