Learning Expected Reward for Switched Linear Control Systems: A Non-Asymptotic View. - Muhammad Abdullah Naeem; Miroslav Pajic (CoRR, 2020)

Concentration Phenomenon for Random Dynamical Systems: An Operator Theoretic Approach. - Muhammad Abdullah Naeem (L4DC, 2023)

Transportation-Inequalities, Lyapunov Stability and Sampling for Dynamical Systems on Continuous State Space. - Muhammad Abdullah Naeem; Miroslav Pajic (L4DC, 2023)

Learning and Concentration for High Dimensional Linear Gaussians: an Invariant Subspace Approach. - Muhammad Abdullah Naeem (CoRR, 2023)

High Dimensional Geometry and Limitations in System Identification. - Muhammad Abdullah Naeem; Miroslav Pajic (CoRR, 2023)

From Spectral Theorem to Statistical Independence with Application to System Identification. - Muhammad Abdullah Naeem; Amir Khazraei; Miroslav Pajic (CoRR, 2023)

Spectral Statistics of the Sample Covariance Matrix for High Dimensional Linear Gaussians. - Muhammad Abdullah Naeem; Miroslav Pajic (CoRR, 2023)