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math.OC2022
Guaranteed Privacy of Distributed Nonconvex Optimization via Mixed-Monotone Functional Perturbations
Mohammad Khajenejad, Sonia Martinez
In this paper, we introduce a new notion of guaranteed privacy that requires that the change of the range of the corresponding inclusion function to the true function is small. In…
math.OC2020
Incremental Affine Abstraction of Nonlinear Systems
Syed M. Hassaan, Mohammad Khajenejad, Spencer Jensen +2
In this paper, we propose an incremental abstraction method for dynamically over-approximating nonlinear systems in a bounded domain by solving a sequence of linear programs, resul…