Mohammadi, Hesameddin

1. Convergence and sample complexity of gradient methods for the model-free\n linear quadratic regulator problem
   2019/12/26 by Hesameddin Mohammadi, Mohammadi, Hesameddin, Armin Zare +5 · 8 citations
   Computer Science · Engineering · Physics and Astronomy · #Adaptive Dynamic Programming Control #Advanced Control Systems Optimization #Artificial Intelligence (cs.AI) #Data Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Statistics and Probability (physics.data-an) #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Robustness of accelerated first-order algorithms for strongly convex\n optimization problems
   2019/05/27 by Hesameddin Mohammadi, Mohammadi, Hesameddin, Meisam Razaviyayn +3 · 3 citations
   Computer Science · Engineering · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Tradeoffs between convergence rate and noise amplification for momentum-based accelerated optimization algorithms
   2022/09/24 by Hesameddin Mohammadi, Mohammadi, Hesameddin, Meisam Razaviyayn +3 · 2 citations
   Computer Science · Engineering · Mathematics · #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering