Alireza Fallah

1. Personalized Federated Learning: A Meta-Learning Approach
   2020/02/19 by Alireza Fallah, Fallah, Alireza, Aryan Mokhtari +3 · 45 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification
2. On the Convergence Theory of Gradient-Based Model-Agnostic Meta-Learning Algorithms
   2019/08/27 by Alireza Fallah, Aryan Mokhtari, Fallah, Alireza +3 · 12 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Machine Learning and Data Classification
3. Private Adaptive Gradient Methods for Convex Optimization
   2021/06/25 by Hilal Asi, Asi, Hilal, John C. Duchi +7 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Cryptography and Security (cs.CR) #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
4. A Universally Optimal Multistage Accelerated Stochastic Gradient Method
   2019/01/23 by Necdet Serhat Aybat, Aybat, Necdet Serhat, Alireza Fallah +5 · 2 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques
5. Fair Allocation in Dynamic Mechanism Design
   2024/05/31 by Alireza Fallah, Michael I. Jordan, Fallah, Alireza +3 · 1 citation
   Engineering · #Advanced Measurement and Metrology Techniques #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Robotic Mechanisms and Dynamics #Theoretical Economics (econ.TH)