{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T02:26:19Z","timestamp":1781835979513,"version":"3.54.5"},"reference-count":31,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"6","funder":[{"DOI":"10.13039\/100010663","name":"H2020 European Research Council","doi-asserted-by":"publisher","award":["770880"],"award-info":[{"award-number":["770880"]}],"id":[{"id":"10.13039\/100010663","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM J. Sci. Comput."],"published-print":{"date-parts":[[2021,1]]},"DOI":"10.1137\/20m1369373","type":"journal-article","created":{"date-parts":[[2021,12,2]],"date-time":"2021-12-02T20:25:43Z","timestamp":1638476743000},"page":"A3938-A3966","source":"Crossref","is-referenced-by-count":18,"title":["Higher-Order Quasi-Monte Carlo Training of Deep Neural Networks"],"prefix":"10.1137","volume":"43","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1211-107X","authenticated-orcid":true,"given":"Marcello","family":"Longo","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Siddhartha","family":"Mishra","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"T. Konstantin","family":"Rusch","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christoph","family":"Schwab","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"351","published-online":{"date-parts":[[2021,12,2]]},"reference":[{"key":"atypb1","first-page":"254","author":"Arora S.","year":"2018","journal-title":"ICML"},{"key":"atypb2","doi-asserted-by":"publisher","DOI":"10.1137\/19M1239374"},{"key":"atypb4","doi-asserted-by":"publisher","DOI":"10.1137\/18M118709X"},{"key":"atypb5","doi-asserted-by":"publisher","DOI":"10.1017\/S0962492900002804"},{"key":"atypb6","doi-asserted-by":"publisher","DOI":"10.1016\/j.matpur.2014.04.009"},{"key":"atypb7","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-010-9072-2"},{"key":"atypb8","doi-asserted-by":"publisher","DOI":"10.1137\/16M1099406"},{"key":"atypb12","doi-asserted-by":"publisher","DOI":"10.1142\/S021820251750021X"},{"key":"atypb13","doi-asserted-by":"publisher","DOI":"10.1016\/j.camwa.2018.09.019"},{"key":"atypb14","doi-asserted-by":"publisher","DOI":"10.1137\/17M1138601"},{"key":"atypb15","doi-asserted-by":"publisher","DOI":"10.1137\/130943984"},{"key":"atypb16","doi-asserted-by":"publisher","DOI":"10.1017\/S0962492913000044"},{"key":"atypb17","doi-asserted-by":"publisher","DOI":"10.1137\/140985913"},{"key":"atypb19","doi-asserted-by":"publisher","DOI":"10.4171\/RMI\/160"},{"key":"atypb21","first-page":"271","author":"Gantner R. N.","year":"2016","journal-title":"Switzerland"},{"key":"atypb24","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1718942115"},{"key":"atypb25","doi-asserted-by":"publisher","DOI":"10.1007\/s10013-013-0011-9"},{"key":"atypb26","doi-asserted-by":"publisher","DOI":"10.1007\/s00020-021-02653-5"},{"key":"atypb27","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6420\/abaf64"},{"key":"atypb31","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"atypb34","doi-asserted-by":"publisher","DOI":"10.1017\/S0956792520000224"},{"key":"atypb35","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2020.109339"},{"key":"atypb38","doi-asserted-by":"publisher","DOI":"10.1137\/20M1344883"},{"key":"atypb39","doi-asserted-by":"publisher","DOI":"10.21136\/CMJ.1992.128322"},{"key":"atypb40","doi-asserted-by":"publisher","DOI":"10.1142\/S0219530519410136"},{"key":"atypb43","doi-asserted-by":"publisher","DOI":"10.1017\/S0962492900002919"},{"key":"atypb45","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2018.10.045"},{"key":"atypb46","first-page":"63","author":"Rasmussen C. E.","year":"2003","journal-title":"Switzerland"},{"key":"atypb47","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2019.07.050"},{"key":"atypb48","first-page":"784","volume":"7","author":"Sobol' I. M.","year":"1967","journal-title":"Zh. Vychisl. Mat. Mat. Fiz."},{"key":"atypb49","doi-asserted-by":"publisher","DOI":"10.1051\/m2an\/2020003"}],"container-title":["SIAM Journal on Scientific Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/epubs.siam.org\/doi\/pdf\/10.1137\/20M1369373","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,23]],"date-time":"2021-12-23T15:10:16Z","timestamp":1640272216000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/20M1369373"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1]]},"references-count":31,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2021,1]]}},"alternative-id":["10.1137\/20M1369373"],"URL":"https:\/\/doi.org\/10.1137\/20m1369373","relation":{},"ISSN":["1064-8275","1095-7197"],"issn-type":[{"value":"1064-8275","type":"print"},{"value":"1095-7197","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1]]}}}