On a frame theoretic measure of quality of LTI systems. - Mohammed Rayyan Sheriff; Debasish Chatterjee (CDC, 2017)

A complete characterization of optimal dictionaries for least squares representation. - Mohammed Rayyan Sheriff; Debasish Chatterjee (CoRR, 2017)

Optimal Dictionary for Least Squares Representation. - Mohammed Rayyan Sheriff; Debasish Chatterjee (J. Mach. Learn. Res., 2017)

State-space Realization of Linear Time-invariant Systems with Maximum Measure of Quality. - Mohammed Rayyan Sheriff; Masaaki Nagahara (ASCC, 2019)

Convex geometry of the Coding problem for error constrained Dictionary Learning. - Mohammed Rayyan Sheriff; Debasish Chatterjee (CoRR, 2019)

Dictionary Learning with Almost Sure Error Constraints. - Mohammed Rayyan Sheriff; Debasish Chatterjee (CoRR, 2019)

Measure of quality of finite-dimensional linear systems: A frame-theoretic view. - Mishal Assif P. K.; Mohammed Rayyan Sheriff; Debasish Chatterjee (Syst. Control. Lett., 2021)

Fast Algorithm for Constrained Linear Inverse Problems. - Mohammed Rayyan Sheriff; Floor Fenne Redel; Peyman Mohajerin Esfahani (CoRR, 2022)

Novel Min-Max Reformulations of Linear Inverse Problems. - Mohammed Rayyan Sheriff; Debasish Chatterjee (J. Mach. Learn. Res., 2022)

Nonlinear distributionally robust optimization. - Mohammed Rayyan Sheriff; Peyman Mohajerin Esfahani (Math. Program., 2025)