Deep learning in high dimension: neural network expression rates for generalized polynomial chaos expansions in UQ

@article{Schwab2019Deep,
    AUTHOR = {Schwab, Christoph and Zech, Jakob},
    TITLE = {Deep learning in high dimension: neural network expression rates for generalized polynomial chaos expansions in {UQ}},
    JOURNAL = {Anal. Appl. (Singap.)},
    FJOURNAL = {Analysis and Applications},
    VOLUME = {17},
    YEAR = {2019},
    NUMBER = {1},
    PAGES = {19--55},
    ISSN = {0219-5305,1793-6861},
    MRCLASS = {68Q32 (35R60 41A25 41A46)},
    MRNUMBER = {3894732},
    DOI = {10.1142/S0219530518500203},
    URL = {https://doi.org/10.1142/S0219530518500203}
}