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  1. Brugiapaglia, Simone [Author] ; Adcock, Ben [Other]; Bao, Anyi [Other]; Webster, Clayton G. [Other]

    Sparse High-dimensional Approximation from Highly Noisy Data

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    [Erscheinungsort nicht ermittelbar]: Banff International Research Station (BIRS) for Mathematical Innovation and Discovery, 2018

    Published in: Numerical Analysis and Approximation Theory meets Data Science (18w5172) ; (Jan. 2018)

  2. Adcock, Ben [Author]; Brugiapaglia, Simone [Author]; Dexter, Nick [Author]; Moraga, Sebastian [Author]

    On efficient algorithms for computing near-best polynomial approximations to high-dimensional, Hilbert-valued functions from limited samples

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    Berlin: EMS Press, [2024]

    Published in: Memoirs of the European Mathematical Society ; 13

  3. Adcock, Ben [Author]; Brugiapaglia, Simone [Author]; Dexter, Nick [Author]; Moraga, Sebastian [Author]

    Learning High-Dimensional Hilbert-Valued Functions With Deep Neural Networks From Limited Data

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    2021

    Published in: AAAI Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physics Sciences (2021 : Online): AAAI-MLPS 2021: Combining Artificial Intelligence and Machine Learning with Physical Sciences ; 2021