{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T02:26:10Z","timestamp":1747189570523,"version":"3.40.5"},"reference-count":15,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM Journal on Mathematics of Data Science"],"published-print":{"date-parts":[[2024,12,31]]},"DOI":"10.1137\/22m1536558","type":"journal-article","created":{"date-parts":[[2024,10,10]],"date-time":"2024-10-10T11:12:19Z","timestamp":1728558739000},"page":"953-977","source":"Crossref","is-referenced-by-count":0,"title":["High Probability Bounds for Stochastic Subgradient Schemes with Heavy Tailed Noise]"],"prefix":"10.1137","volume":"6","author":[{"given":"Daniela Angela","family":"Parletta","sequence":"first","affiliation":[{"name":"CSML at Istituto Italiano di Tecnologia, 16163 Genova, Italy, and Department of Mathematics at University of Genoa, 16146 Genoa, Italy."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1098-662X","authenticated-orcid":true,"given":"Andrea","family":"Paudice","sequence":"additional","affiliation":[{"name":"Department of Computer Science at University of Milan, 20122 Milan, Italy."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Massimiliano","family":"Pontil","sequence":"additional","affiliation":[{"name":"CSML at Istituto Italiano di Tecnologia, 16163 Genova, Italy, and Department of Computer Science at UCL, London NW1 2AE, UK."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0494-9101","authenticated-orcid":true,"given":"Saverio","family":"Salzo","sequence":"additional","affiliation":[{"name":"CSML at Istituto Italiano di Tecnologia, 16163 Genova, Italy, and DIAG at Sapienza University of Rome, 00185 Rome, Italy."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"351","published-online":{"date-parts":[[2024,10,10]]},"reference":[{"volume-title":"Nonlinear Programming","year":"1999","author":"Bertsekas D. P.","key":"ref1"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"331","DOI":"10.1007\/s10208-006-0196-8","volume":"7","author":"Caponnetto A.","year":"2007","journal-title":"Found. Comput. Math."},{"key":"ref4","first-page":"49","volume":"22","author":"Davis D.","year":"2021","journal-title":"J. Mach. Learn. Res."},{"key":"ref5","doi-asserted-by":"crossref","first-page":"1363","DOI":"10.1214\/15-AOS1391","volume":"44","author":"Dieuleveut A.","year":"2016","journal-title":"Ann. Statist."},{"key":"ref6","doi-asserted-by":"crossref","first-page":"208","DOI":"10.1007\/BF01071091","volume":"5","author":"Ermol\u2019ev Y. M.","year":"1969","journal-title":"Cybernetics"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"100","DOI":"10.1214\/aop\/1176996452","volume":"3","author":"Freedman D. A.","year":"1975","journal-title":"Ann. Probab."},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1137\/110848876"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-030-39568-1","volume-title":"First-order and Stochastic Optimization Methods for Machine Learning","volume":"1","author":"Lan G.","year":"2020"},{"key":"ref17","first-page":"1","volume":"18","author":"Lin J.","year":"2017","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"ref18","doi-asserted-by":"crossref","first-page":"1607","DOI":"10.1134\/S0005117919090042","volume":"80","author":"Nazin A. V.","year":"2019","journal-title":"Automat. Remote Control"},{"volume-title":"Problem Complexity and Method Efficiency in Optimization","year":"1983","author":"Nemirovskij A. S.","key":"ref19"},{"key":"ref20","first-page":"5","volume":"3","author":"Poljak B. T.","year":"1978","journal-title":"Nonsmooth Optim."},{"key":"ref21","first-page":"593","volume":"8","author":"Polyak B. T.","year":"1967","journal-title":"Dokl. Akad. Nauk SSSR"},{"key":"ref24","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-82118-9","volume-title":"Minimization Methods for Non-differentiable Functions","author":"Shor N. Z.","year":"1985"},{"volume-title":"Support Vector Machines","year":"2008","author":"Steinwart I.","key":"ref25"}],"container-title":["SIAM Journal on Mathematics of Data Science"],"original-title":[],"language":"en","deposited":{"date-parts":[[2024,10,10]],"date-time":"2024-10-10T11:12:28Z","timestamp":1728558748000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/22M1536558"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,10]]},"references-count":15,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2024,12,31]]}},"alternative-id":["10.1137\/22M1536558"],"URL":"https:\/\/doi.org\/10.1137\/22m1536558","relation":{},"ISSN":["2577-0187"],"issn-type":[{"type":"electronic","value":"2577-0187"}],"subject":[],"published":{"date-parts":[[2024,10,10]]}}}