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Andrea Zanoni

On the performance of multi-fidelity and reduced-dimensional neural emulators for inference of physiologic boundary conditions

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Jun 13, 2025
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Enabling stratified sampling in high dimensions via nonlinear dimensionality reduction

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Jun 10, 2025
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NeurAM: nonlinear dimensionality reduction for uncertainty quantification through neural active manifolds

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Aug 07, 2024
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A Probabilistic Neural Twin for Treatment Planning in Peripheral Pulmonary Artery Stenosis

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Dec 01, 2023
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Minimax Classification with 0-1 Loss and Performance Guarantees

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Oct 15, 2020
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Supervised classification via minimax probabilistic transformations

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Apr 16, 2019
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