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Found 4 papers, 2 papers with code
Structured model selection via $\ell_1-\ell_2$ optimization
Automated model selection is an important application in science and engineering.
NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data
We propose a neural network based approach for extracting models from dynamic data using ordinary and partial differential equations.
Ranked #12 on
Image Classification
on Fashion-MNIST
Forward Stability of ResNet and Its Variants
In this work, we show that the post-activation ResNet is related to an optimal control problem with differential inclusions, and provide continuous-time stability results for the differential inclusion associated with ResNet.
On the Convergence of the SINDy Algorithm
In this work, we provide some theoretical results on the behavior and convergence of the algorithm proposed in [6].
Optimization and Control Information Theory Information Theory
