121 citations · 190 across the 14 of their papers we have counts for
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math.OC2019
Deep neural networks, generic universal interpolation, and controlled ODEs
Christa Cuchiero, Martin Larsson, Josef Teichmann
A recent paradigm views deep neural networks as discretizations of certain controlled ordinary differential equations, sometimes called neural ordinary differential equations. We m…
math.PR2019
Markovian lifts of positive semidefinite affine Volterra type processes
Christa Cuchiero, Josef Teichmann
We consider stochastic partial differential equations appearing as Markovian lifts of matrix valued (affine) Volterra type processes from the point of view of the generalized Felle…