82 citations · 125 across the 12 of their papers we have counts for
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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…
eess.SY2022
The Existence and Uniqueness of Solutions for Kernel-Based System Identification
Mohammad Khosravi, Roy S. Smith
The notion of reproducing kernel Hilbert space (RKHS) has emerged in system identification during the past decade. In the resulting framework, the impulse response estimation probl…
math.OC2022★ 1 cited
Benchmarking Problems for Robust Discrete Optimization
Marc Goerigk, Mohammad Khosravi
Robust discrete optimization is a highly active field of research where a plenitude of combinations between decision criteria, uncertainty sets and underlying nominal problems are…