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Neural network

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Neural network

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Breaking the Curse of Dimensionality in Deep Neural Networks by Learning Invariant Representations

Unconstrained Parametrization of Dissipative and Contracting Neural Ordinary Differential Equations

Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset

Fundamental Limits in Statistical Learning Problems: Block Models and Neural Networks

Monotonicity Reasoning in the Age of Neural Foundation Models

Uncertainty quantification in machine learning for engineering design and health prognostics: A tutorial

Bayesian reconstruction of memories stored in neural networks from their connectivity

On double-descent in uncertainty quantification in overparametrized models

The influence of splitter blades and meridional profiles on the performance of small-scale turbopumps for ORC applications; analysis, neural network modeling and optimization

Data-driven approaches for non-invasive cuffless blood pressure monitoring