Shaan Ul Haque

1. Stochastic Approximation with Unbounded Markovian Noise: A General-Purpose Theorem
   2024/10/29 by Shaan Ul Haque, Haque, Shaan Ul, Siva Theja Maguluri +1 · 2 citations
   Decision Sciences · Economics, Econometrics and Finance · #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Probabilistic and Robust Engineering Design #Stochastic processes and financial applications #Systems and Control (eess.SY) #electronic engineering #information engineering
2. A Non-Asymptotic Theory of Seminorm Lyapunov Stability: From Deterministic to Stochastic Iterative Algorithms
   2025/02/20 by Zaiwei Chen, Sheng Zhang, Chen, Zaiwei +7 · 3 citations
   Computer Science · Engineering · #Control and Stability of Dynamical Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical Control Systems and Analysis #Optimization and Control (math.OC) #Stability and Control of Uncertain Systems
3. Tight Finite Time Bounds of Two-Time-Scale Linear Stochastic Approximation with Markovian Noise
   2023/12/31 by Shaan Ul Haque, Haque, Shaan Ul, Sajad Khodadadian +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering