38 citations · 93 across the 32 of their papers we have counts for
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cs.LG2022
Fitting an immersed submanifold to data via Sussmann's orbit theorem
Joshua Hanson, Maxim Raginsky
This paper describes an approach for fitting an immersed submanifold of a finite-dimensional Euclidean space to random samples. The reconstruction mapping from the ambient space to…
cs.LG2022★ 2 cited
Input-to-State Stable Neural Ordinary Differential Equations with Applications to Transient Modeling of Circuits
Alan Yang, Jie Xiong, Maxim Raginsky +1
This paper proposes a class of neural ordinary differential equations parametrized by provably input-to-state stable continuous-time recurrent neural networks. The model dynamics a…