Talebi, Shahriar

1. On Controllability and Persistency of Excitation in Data-Driven Control: Extensions of Willems' Fundamental Lemma
   2021/02/05 by Yue Yu, Shahriar Talebi, Yu, Yue +9 · 3 citations
   Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Electrical engineering #Fault Detection and Control Systems #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Policy Optimization over Submanifolds for Linearly Constrained Feedback Synthesis
   2022/01/26 by Shahriar Talebi, Talebi, Shahriar, Mehran Mesbahi +1 · 2 citations
   Computer Science · Engineering · Physics and Astronomy · #Differential Geometry (math.DG) #FOS: Electrical engineering #FOS: Mathematics #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Stability and Control of Uncertain Systems #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Data-driven Optimal Filtering for Linear Systems with Unknown Noise Covariances
   2023/05/29 by Shahriar Talebi, Talebi, Shahriar, Amirhossein Taghvaei +3 · 2 citations
   Computer Science · Mathematics · #Age of Information Optimization #Distributed Sensor Networks and Detection Algorithms #Statistical Methods and Inference
4. Policy Optimization in Control: Geometry and Algorithmic Implications
   2024/06/06 by Shahriar Talebi, Talebi, Shahriar, Spencer Kraisler +6 · 3 citations
   Economics, Econometrics and Finance · #Differential Geometry (math.DG) #Economic Policies and Impacts #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
5. Learning Low-dimensional Latent Dynamics from High-dimensional Observations: Non-asymptotics and Lower Bounds
   2024/05/09 by Yuyang Zhang, Shahriar Talebi, Zhang, Yuyang +3 · 2 citations
   Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Neural Networks and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Consensus on Lie groups for the Riemannian Center of Mass
   2023/08/15 by Kraisler, Spencer, Talebi, Shahriar, Mesbahi, Mehran · 1 citation
   #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
7. Ergodic-Risk Constrained Policy Optimization: The Linear Quadratic Case
   2025/02/10 by Talebi, Shahriar, Li, Na · 1 citation
   #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering