2 citations · 2 across the 3 of their papers we have counts for
3 papers
eess.SY2023
Diagonally Square Root Integrable Kernels in System Identification
Mohammad Khosravi, Roy S. Smith
In recent years, the reproducing kernel Hilbert space (RKHS) theory has played a crucial role in linear system identification. The core of a RKHS is the associated kernel character…
math.OC2022
Optimal Scenario Reduction for One- and Two-Stage Robust Optimization
Marc Goerigk, Mohammad Khosravi
Robust optimization typically follows a worst-case perspective, where a single scenario may determine the objective value of a given solution. Accordingly, it is a challenging task…
eess.SY2022★ 2 cited
Representer Theorem for Learning Koopman Operators
Mohammad Khosravi
In this work, the problem of learning Koopman operator of a discrete-time autonomous system is considered. The learning problem is formulated as a constrained regularized empirical…