4 citations · 4 across the 3 of their papers we have counts for
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math.AP2023
Global stability for McKean-Vlasov equations on large networks
Christian Kuehn, Tobias Wöhrer
We investigate the mean-field dynamics of stochastic McKean differential equations with heterogeneous particle interactions described by large network structures. To express a wide…
math.OC2023
A minimax optimal control approach for robust neural ODEs
Cristina Cipriani, Alessandro Scagliotti, Tobias Wöhrer
In this paper, we address the adversarial training of neural ODEs from a robust control perspective. This is an alternative to the classical training via empirical risk minimizatio…