Search Results for author: Mehrsa Pourya

Found 2 papers, 1 papers with code

Random ReLU Neural Networks as Non-Gaussian Processes

no code implementations16 May 2024 Rahul Parhi, Pakshal Bohra, Ayoub El Biari, Mehrsa Pourya, Michael Unser

We prove that these random neural networks are well-defined non-Gaussian processes.

Delaunay-Triangulation-Based Learning with Hessian Total-Variation Regularization

1 code implementation16 Aug 2022 Mehrsa Pourya, Alexis Goujon, Michael Unser

Rectified linear unit (ReLU) neural networks generate continuous and piecewise-linear (CPWL) mappings and are the state-of-the-art approach for solving regression problems.

regression

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