{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,14]],"date-time":"2026-02-14T11:14:50Z","timestamp":1771067690305,"version":"3.50.1"},"reference-count":58,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"3","funder":[{"DOI":"10.13039\/100000006","name":"Office of Naval Research","doi-asserted-by":"publisher","award":["N00014-15-1-2380"],"award-info":[{"award-number":["N00014-15-1-2380"]}],"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":["N00014-18-1-2862"],"award-info":[{"award-number":["N00014-18-1-2862"]}],"id":[{"id":"10.13039\/100000006","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1350133"],"award-info":[{"award-number":["IIS-1350133"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM Journal on Mathematics of Data Science"],"published-print":{"date-parts":[[2019,1]]},"DOI":"10.1137\/18m1214780","type":"journal-article","created":{"date-parts":[[2019,9,24]],"date-time":"2019-09-24T18:25:50Z","timestamp":1569349550000},"page":"555-587","source":"Crossref","is-referenced-by-count":17,"title":["Stochastic Gradient MCMC for State Space Models"],"prefix":"10.1137","volume":"1","author":[{"given":"Christopher","family":"Aicher","sequence":"first","affiliation":[]},{"given":"Yi-An","family":"Ma","sequence":"additional","affiliation":[]},{"given":"Nicholas J.","family":"Foti","sequence":"additional","affiliation":[]},{"given":"Emily B.","family":"Fox","sequence":"additional","affiliation":[]}],"member":"351","published-online":{"date-parts":[[2019,9,24]]},"reference":[{"key":"atypb1","first-page":"1771","author":"Ahn S.","year":"2012","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"atypb2","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1111\/j.1467-9868.2009.00736.x","volume":"72","author":"Andrieu C.","year":"2010","journal-title":"J. R. Stat. Soc. Ser. B. Stat. Methodol."},{"key":"atypb4","first-page":"6722","author":"Baker J.","year":"2018","journal-title":"MA"},{"key":"atypb5","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1007\/s11222-018-9826-2","volume":"29","author":"Baker J.","year":"2019","journal-title":"Stat. Comput."},{"key":"atypb7","first-page":"2017","author":"Beniaguev D.","year":"2012","journal-title":"Historical Hourly Weather Data"},{"key":"atypb9","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1007\/s10463-009-0236-2","volume":"62","author":"Briers M.","year":"2010","journal-title":"Ann. Inst. Statist. Math."},{"key":"atypb12","doi-asserted-by":"crossref","first-page":"541","DOI":"10.1093\/biomet\/81.3.541","volume":"81","author":"Carter C. K.","year":"1994","journal-title":"Biometrika"},{"key":"atypb13","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1017\/apr.2015.7","volume":"48","author":"Chan H. P.","year":"2016","journal-title":"Adv. in Appl. Probab."},{"key":"atypb14","first-page":"764","author":"Chatterji N. S.","year":"2018","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"atypb15","first-page":"2278","author":"Chen C.","year":"2015","journal-title":"MA"},{"key":"atypb16","first-page":"1683","author":"Chen T.","year":"2014","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"atypb17","doi-asserted-by":"crossref","first-page":"505","DOI":"10.3150\/13-BEJ577","volume":"21","author":"Cloez B.","year":"2015","journal-title":"Bernoulli"},{"key":"atypb19","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1111\/epi.13249","volume":"57","author":"Davis K. A.","year":"2016","journal-title":"Epilepsia"},{"key":"atypb21","doi-asserted-by":"crossref","first-page":"727","DOI":"10.1007\/s11009-016-9511-x","volume":"19","author":"Moral P. Del","year":"2017","journal-title":"Methodol. Comput. Appl. Probab."},{"key":"atypb22","doi-asserted-by":"publisher","DOI":"10.1137\/S0036144598338446"},{"key":"atypb23","first-page":"3203","author":"Ding N.","year":"2014","journal-title":"MA"},{"key":"atypb24","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1214\/EJP.v14-593","volume":"14","author":"Douc R.","year":"2009","journal-title":"Electron. J. Probab."},{"key":"atypb26","first-page":"1154","author":"Dubey K. A.","year":"2016","journal-title":"MA"},{"key":"atypb28","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1007\/s11222-014-9511-z","volume":"25","author":"Durmus A.","year":"2015","journal-title":"Stat. Comput."},{"key":"atypb29","doi-asserted-by":"crossref","first-page":"755","DOI":"10.1093\/bioinformatics\/14.9.755","volume":"14","author":"Eddy S. R.","year":"1998","journal-title":"Bioinformatics"},{"key":"atypb31","first-page":"3599","author":"Foti N.","year":"2014","journal-title":"MA"},{"key":"atypb32","doi-asserted-by":"crossref","first-page":"1569","DOI":"10.1109\/TSP.2010.2102756","volume":"59","author":"Fox E.","year":"2011","journal-title":"IEEE Trans. Signal Process."},{"key":"atypb35","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1111\/j.1467-9868.2010.00765.x","volume":"73","author":"Girolami M.","year":"2011","journal-title":"J. R. Stat. Soc. Ser. B. Stat. Methodol."},{"key":"atypb36","first-page":"177","author":"Gonzalez J.","year":"2009","journal-title":"Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics"},{"key":"atypb37","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1016\/S0927-5398(97)00003-0","volume":"4","author":"Goodhart C. A.","year":"1997","journal-title":"J. Empir. Finance"},{"key":"atypb38","first-page":"1292","author":"Gorham J.","year":"2017","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"atypb42","first-page":"1854","author":"Johnson M.","year":"2014","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"atypb43","first-page":"673","volume":"14","author":"Johnson M. J.","year":"2013","journal-title":"J. Mach. Learn. Res."},{"key":"atypb45","first-page":"2101","author":"Krishnan R. G.","year":"2017","journal-title":"Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence"},{"key":"atypb46","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1007\/PL00009861","volume":"13","author":"Le Gland F.","year":"2000","journal-title":"Math. Control Signals Systems"},{"key":"atypb47","first-page":"1788","author":"Li C.","year":"2016","journal-title":"Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence"},{"key":"atypb48","first-page":"914","author":"Linderman S.","year":"2017","journal-title":"Proceedings of the Twentieth International Conference on Artificial Intelligence and Statistics"},{"key":"atypb49","first-page":"276","author":"Liu Q.","year":"2016","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"atypb51","first-page":"2917","author":"Ma Y.-A.","year":"2015","journal-title":"MA"},{"key":"atypb52","first-page":"2265","author":"Ma Y.-A.","year":"2017","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"atypb53","doi-asserted-by":"crossref","first-page":"882","DOI":"10.3150\/09-BEJ238","volume":"16","author":"Madras N.","year":"2010","journal-title":"Bernoulli"},{"key":"atypb56","doi-asserted-by":"crossref","first-page":"155","DOI":"10.3150\/07-BEJ6150","volume":"14","author":"Olsson J.","year":"2008","journal-title":"Bernoulli"},{"key":"atypb57","first-page":"1998","author":"Palla K.","year":"2014","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"atypb58","first-page":"3102","author":"Patterson S.","year":"2013","journal-title":"MA"},{"key":"atypb59","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1109\/5.18626","volume":"77","author":"Rabiner L. R.","year":"1989","journal-title":"Proc. IEEE"},{"key":"atypb60","first-page":"1674","author":"Raginsky M.","year":"2017","journal-title":"Proceedings of the Conference on Learning Theory"},{"key":"atypb61","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1111\/1467-9868.00123","volume":"60","author":"Roberts G. O.","year":"1998","journal-title":"J. R. Stat. Soc. Ser. B. Stat. Methodol."},{"key":"atypb62","doi-asserted-by":"crossref","first-page":"341","DOI":"10.2307\/3318418","volume":"2","author":"Roberts G. O.","year":"1996","journal-title":"Bernoulli"},{"key":"atypb63","doi-asserted-by":"crossref","first-page":"2682","DOI":"10.1021\/nl400822r","volume":"13","author":"Rosenstein J. K.","year":"2013","journal-title":"Nano Lett."},{"key":"atypb64","doi-asserted-by":"crossref","first-page":"2610","DOI":"10.3150\/17-BEJ938","volume":"24","author":"Rudolf D.","year":"2018","journal-title":"Bernoulli"},{"key":"atypb65","doi-asserted-by":"crossref","first-page":"337","DOI":"10.1198\/016214502753479464","volume":"97","author":"Scott S. L.","year":"2002","journal-title":"J. Amer. Statist. Assoc."},{"key":"atypb66","first-page":"642","author":"Simsekli U.","year":"2016","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"atypb67","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1145\/1831407.1831431","volume":"53","author":"Sudderth E. B.","year":"2010","journal-title":"Commun. ACM"},{"key":"atypb68","first-page":"193","volume":"17","author":"Teh Y. W.","year":"2016","journal-title":"J. Mach. Learn. Res."},{"key":"atypb69","doi-asserted-by":"crossref","first-page":"1495","DOI":"10.1214\/11-AAP800","volume":"22","author":"Tong X. T.","year":"2012","journal-title":"Ann. Appl. Probab."},{"key":"atypb70","first-page":"2386","author":"Tripuraneni N.","year":"2015","journal-title":"MA"},{"key":"atypb71","doi-asserted-by":"crossref","first-page":"1876","DOI":"10.1214\/08-AOP448","volume":"37","author":"Hande R. Van","year":"2009","journal-title":"Ann. Probab."},{"key":"atypb73","first-page":"2837","volume":"11","author":"Vinh N. X.","year":"2010","journal-title":"J. Mach. Learn. Res."},{"key":"atypb74","first-page":"681","author":"Welling M.","year":"2011","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"atypb75","doi-asserted-by":"crossref","first-page":"2500","DOI":"10.1214\/12-AAP909","volume":"23","author":"Whiteley N.","year":"2013","journal-title":"Ann. Appl. Probab."},{"key":"atypb77","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.spl.2014.04.002","volume":"91","author":"Xifara T.","year":"2014","journal-title":"Statist. Probab. Lett."},{"key":"atypb78","first-page":"3122","author":"Xu P.","year":"2018","journal-title":"MA"},{"key":"atypb80","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1016\/j.artint.2009.11.011","volume":"174","author":"Yu S.-Z.","year":"2010","journal-title":"Artif. Intell."}],"container-title":["SIAM Journal on Mathematics of Data Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/epubs.siam.org\/doi\/pdf\/10.1137\/18M1214780","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,26]],"date-time":"2019-09-26T17:28:30Z","timestamp":1569518910000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/18M1214780"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,1]]},"references-count":58,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2019,1]]}},"alternative-id":["10.1137\/18M1214780"],"URL":"https:\/\/doi.org\/10.1137\/18m1214780","relation":{},"ISSN":["2577-0187"],"issn-type":[{"value":"2577-0187","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,1]]}}}