Qureshi, Muhammad I.

1. S-ADDOPT: Decentralized stochastic first-order optimization over directed graphs
   2020/05/15 by Qureshi, Muhammad I., Xin, Ran, Kar, Soummya +1 · 4 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Push-SAGA: A decentralized stochastic algorithm with variance reduction\n over directed graphs
   2020/08/13 by Muhammad I. Qureshi, Qureshi, Muhammad I., Xin Ran +5 · 3 citations
   Computer Science · #Cooperative Communication and Network Coding #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Parallel #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
3. Log-Scale Quantization in Distributed First-Order Methods: Gradient-based Learning from Distributed Data
   2024/06/02 by Doostmohammadian, Mohammadreza, Qureshi, Muhammad I., Khalesi, Mohammad Hossein +2 · 4 citations
   #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Distributed saddle point problems for strongly concave-convex functions
   2022/02/11 by Muhammad I. Qureshi, Usman A. Khan, Qureshi, Muhammad I. +1 · 1 citation
   Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Distributed Control Multi-Agent Systems