{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T10:47:07Z","timestamp":1782816427605,"version":"3.54.5"},"reference-count":29,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"2","funder":[{"DOI":"10.13039\/100000185","name":"Defense Advanced Research Projects Agency","doi-asserted-by":"publisher","award":["G001534-7500"],"award-info":[{"award-number":["G001534-7500"]}],"id":[{"id":"10.13039\/100000185","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000181","name":"Air Force Office of Scientific Research","doi-asserted-by":"publisher","award":["FA9550-18-1-0478"],"award-info":[{"award-number":["FA9550-18-1-0478"]}],"id":[{"id":"10.13039\/100000181","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000006","name":"Office of Naval Research","doi-asserted-by":"publisher","award":["N00014-18-12571"],"award-info":[{"award-number":["N00014-18-12571"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000006","name":"Office of Naval Research","doi-asserted-by":"publisher","award":["N00014-17-1-2551"],"award-info":[{"award-number":["N00014-17-1-2551"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000006","name":"Office of Naval Research","doi-asserted-by":"publisher","award":["N00014-18-1-2047"],"award-info":[{"award-number":["N00014-18-1-2047"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["DMS-1924935"],"award-info":[{"award-number":["DMS-1924935"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["DMS-1952339"],"award-info":[{"award-number":["DMS-1952339"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CCF-1911094"],"award-info":[{"award-number":["CCF-1911094"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1838177"],"award-info":[{"award-number":["IIS-1838177"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1730574"],"award-info":[{"award-number":["IIS-1730574"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2030859"],"award-info":[{"award-number":["2030859"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["DGE-1250104"],"award-info":[{"award-number":["DGE-1250104"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000015","name":"U.S. Department of Energy","doi-asserted-by":"publisher","award":["DE-SC0021142"],"award-info":[{"award-number":["DE-SC0021142"]}],"id":[{"id":"10.13039\/100000015","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM J. Imaging Sci."],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1137\/21m1453311","type":"journal-article","created":{"date-parts":[[2022,5,31]],"date-time":"2022-05-31T16:14:00Z","timestamp":1654013640000},"page":"738-761","source":"Crossref","is-referenced-by-count":21,"title":["Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent"],"prefix":"10.1137","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4848-4791","authenticated-orcid":true,"given":"Bao","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tan","family":"Nguyen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tao","family":"Sun","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrea L.","family":"Bertozzi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Richard G.","family":"Baraniuk","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7900-4658","authenticated-orcid":true,"given":"Stanley J.","family":"Osher","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"351","published-online":{"date-parts":[[2022,5,31]]},"reference":[{"key":"atypb4","first-page":"8525","author":"Aybat N. S.","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"atypb5","doi-asserted-by":"publisher","DOI":"10.1137\/080716542"},{"key":"atypb6","first-page":"8624","author":"Bengio Y.","year":"2013","journal-title":"Speech and Signal Processing, IEEE"},{"key":"atypb7","doi-asserted-by":"publisher","DOI":"10.1137\/16M1080173"},{"key":"atypb13","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-013-0677-5"},{"key":"atypb14","first-page":"2121","volume":"12","author":"Duchi J.","year":"2011","journal-title":"J. Mach. Learn. Res."},{"key":"atypb15","doi-asserted-by":"publisher","DOI":"10.1137\/120880811"},{"key":"atypb16","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-015-0871-8"},{"key":"atypb17","first-page":"5058","author":"Giselsson P.","year":"2014","journal-title":"IEEE"},{"key":"atypb18","doi-asserted-by":"publisher","DOI":"10.23915\/distill.00006"},{"key":"atypb19","first-page":"5767","author":"Gulrajani I.","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"atypb22","first-page":"630","author":"He K.","year":"2016","journal-title":"New York"},{"key":"atypb24","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"atypb26","first-page":"1","author":"Kidambi R.","year":"2018","journal-title":"Proceedings of the Information Theory and Applications Workshop, IEEE"},{"key":"atypb28","first-page":"12556","author":"Kulunchakov A.","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"atypb29","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-010-0434-y"},{"key":"atypb31","first-page":"73","author":"Lin Q.","year":"2014","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"atypb35","doi-asserted-by":"publisher","DOI":"10.1016\/0041-5553(85)90100-4"},{"key":"atypb37","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-012-0629-5"},{"key":"atypb38","first-page":"543","volume":"269","author":"Nesterov Y. E.","year":"1983","journal-title":"Dokl. Akad. Nauk SSSR"},{"key":"atypb39","doi-asserted-by":"publisher","DOI":"10.1007\/s10208-013-9150-3"},{"key":"atypb40","first-page":"8024","author":"Paszke A.","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"atypb41","doi-asserted-by":"publisher","DOI":"10.1016\/0041-5553(64)90137-5"},{"key":"atypb46","first-page":"1119","author":"Roulet V.","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"atypb47","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"key":"atypb48","first-page":"2510","author":"Su W.","year":"2014","journal-title":"Advances in Neural Information Processing Systems"},{"key":"atypb49","first-page":"1139","author":"Sutskever I.","year":"2013","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"atypb52","first-page":"685","author":"Zhang S.","year":"2015","journal-title":"Advances in Neural Information Processing Systems"},{"key":"atypb53","first-page":"2595","author":"Zinkevich M.","year":"2010","journal-title":"Advances in Neural Information Processing Systems"}],"container-title":["SIAM Journal on Imaging Sciences"],"original-title":[],"language":"en","deposited":{"date-parts":[[2022,6,30]],"date-time":"2022-06-30T20:29:18Z","timestamp":1656620958000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/21M1453311"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5,31]]},"references-count":29,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2022,6]]}},"alternative-id":["10.1137\/21M1453311"],"URL":"https:\/\/doi.org\/10.1137\/21m1453311","relation":{},"ISSN":["1936-4954"],"issn-type":[{"value":"1936-4954","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,5,31]]}}}