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20232025
most citedEfficient Neural Network Approaches for Conditional Optimal Transport with Applications in Bayesian Inference

5 citations · 5 across the 5 of their papers we have counts for

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math.OC2023

Learning Control Policies of Hodgkin-Huxley Neuronal Dynamics

Malvern Madondo, Deepanshu Verma, Lars Ruthotto +1

We present a neural network approach for closed-loop deep brain stimulation (DBS). We cast the problem of finding an optimal neurostimulation strategy as a control problem. In this…

stat.ML2023★ 5 cited

Efficient Neural Network Approaches for Conditional Optimal Transport with Applications in Bayesian Inference

Zheyu Oliver Wang, Ricardo Baptista, Youssef Marzouk +2

We present two neural network approaches that approximate the solutions of static and dynamic $\unicode{x1D450}\unicode{x1D45C}\unicode{x1D45B}\unicode{x1D451}\unicode{x1D456}\unic…