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most citedPixel-wise Gradient Uncertainty for Convolutional Neural Networks applied to Out-of-Distribution Segmentation

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math.NA2025

Consistency of Learned Sparse Grid Quadrature Rules using NeuralODEs

Hanno Gottschalk, Emil Partow, Tobias J. Riedlinger

We prove consistency of a recently proposed scheme that evaluates expected values by composing a learned transport map with Clenshaw--Curtis sparse-grid quadrature on a tractable p…