Amirhossein Reisizadeh

1. Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity
   2020/12/28 by Amirhossein Reisizadeh, Isidoros Tziotis, Reisizadeh, Amirhossein +7 · 9 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
2. Robust Federated Learning: The Case of Affine Distribution Shifts
   2020/06/16 by Amirhossein Reisizadeh, Farzan Farnia, Reisizadeh, Amirhossein +5 · 7 citations
   Computer Science · #Distributed Sensor Networks and Detection Algorithms #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
3. Variance-reduced Clipping for Non-convex Optimization
   2023/03/02 by Amirhossein Reisizadeh, Haochuan Li, Reisizadeh, Amirhossein +5 · 6 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
4. Robust Decentralized Learning with Local Updates and Gradient Tracking
   2024/05/02 by Sajjad Ghiasvand, Amirhossein Reisizadeh, Ghiasvand, Sajjad +5 · 6 citations
   Computer Science · Engineering · #Distributed #Distributed Sensor Networks and Detection Algorithms #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
5. Robust and Communication-Efficient Collaborative Learning
   2019/07/24 by Amirhossein Reisizadeh, Reisizadeh, Amirhossein, Hossein Taheri +7 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #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 #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)