Barakat, Anas

1. Convergence and Dynamical Behavior of the ADAM Algorithm for Non-Convex Stochastic Optimization
   2018/10/04 by Anas Barakat, Barakat, Anas, Pascal Bianchi +1 · 5 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Classical Analysis and ODEs (math.CA) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Stochastic Gradient Optimization Techniques #Stochastic processes and financial applications
2. Policy Mirror Descent with Lookahead
   2024/03/21 by Kimon Protopapas, Protopapas, Kimon, Anas Barakat +1 · 1 citation
   Business, Management and Accounting · #FinTech, Crowdfunding, Digital Finance
3. Learning Zero-Sum Linear Quadratic Games with Improved Sample Complexity and Last-Iterate Convergence
   2023/09/08 by Jiduan Wu, Wu, Jiduan, Anas Barakat +5 · 1 citation
   Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Independent Learning in Constrained Markov Potential Games
   2024/02/27 by Jordan, Philip, Barakat, Anas, He, Niao · 1 citation
   #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)