Amir Ali Ahmadi

1. Joint Spectral Radius and Path-Complete Graph Lyapunov Functions
   2014/01/01 by Amir Ali Ahmadi, Raphaël M. Jungers, Pablo A. Parrilo +1 · 3 citations
2. A Survey of Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics
   2019/08/14 by Anirudha Majumdar, Majumdar, Anirudha, Georgina Hall +3 · 3 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Robotics (cs.RO) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Higher-Order Newton Methods with Polynomial Work per Iteration
   2023/11/10 by Amir Ali Ahmadi, Abraar Chaudhry, Ahmadi, Amir Ali +3 · 2 voices · 2 citations
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Iterative Methods for Nonlinear Equations #Numerical Methods and Algorithms #cs.LG #math.OC
4. Some Applications of Polynomial Optimization in Operations Research and\n Real-Time Decision Making
   2015/04/22 by Amir Ali Ahmadi, Anirudha Majumdar, Ahmadi, Amir Ali +1 · 1 citation
   Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Formal Methods in Verification #Optimization and Control (math.OC) #Real-Time Systems Scheduling #Robotic Path Planning Algorithms #Robotics (cs.RO) #Stability and Control of Uncertain Systems #Systems and Control (eess.SY) #electronic engineering #information engineering
5. Polynomial Norms
   2017/04/24 by Amir Ali Ahmadi, Ahmadi, Amir Ali, Etienne de Klerk +3 · 1 citation
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Complexity and Algorithms in Graphs #Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Polynomial and algebraic computation
6. Semidefinite Programming and Nash Equilibria in Bimatrix Games
   2017/06/26 by Amir Ali Ahmadi, Jeffrey Zhang, Ahmadi, Amir Ali +1 · 1 citation
   Computer Science · Decision Sciences · Mathematics · #90C90 (Primary) 90C22 #91A10 (Secondary) #91A5 #Advanced Optimization Algorithms Research #Complexity and Algorithms in Graphs #Computer Science and Game Theory (cs.GT) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Game Theory and Applications #Optimization and Control (math.OC)
7. Improving Efficiency and Scalability of Sum of Squares Optimization: Recent Advances and Limitations
   2017/10/03 by Amir Ali Ahmadi, Ahmadi, Amir Ali, Georgina Hall +7 · 1 citation
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Numerical Methods and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
8. Sums of Separable and Quadratic Polynomials
   2021/05/11 by Amir Ali Ahmadi, Ahmadi, Amir Ali, Cemil Dibek +3 · 1 citation
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Algebraic Geometry (math.AG) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Methods and Algorithms #Optimization and Control (math.OC) #Polynomial and algebraic computation