{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T10:14:14Z","timestamp":1740132854351,"version":"3.37.3"},"reference-count":32,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Signal Process. Lett."],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/lsp.2024.3396403","type":"journal-article","created":{"date-parts":[[2024,5,2]],"date-time":"2024-05-02T17:36:18Z","timestamp":1714671378000},"page":"1449-1453","source":"Crossref","is-referenced-by-count":0,"title":["Binary Classification Based Monte Carlo Simulation"],"prefix":"10.1109","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-4436-5780","authenticated-orcid":false,"given":"Elouan","family":"Argouarc'h","sequence":"first","affiliation":[{"name":"SAMOVAR, Télécom SudParis, Institut Polytechnique de Paris, Palaiseau, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2741-1569","authenticated-orcid":false,"given":"Fran\u00e7ois","family":"Desbouvries","sequence":"additional","affiliation":[{"name":"SAMOVAR, Télécom SudParis, Institut Polytechnique de Paris, Palaiseau, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1201\/b17895"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2010.2068870"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3422622"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2852738"},{"key":"ref5","first-page":"531","article-title":"Mutual information neural estimation","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Belghazi","year":"2018"},{"issue":"1","key":"ref6","first-page":"723","article-title":"A kernel two-sample test","volume":"13","author":"Gretton","year":"2012","journal-title":"J. Mach. Learn. Res."},{"key":"ref7","first-page":"2771","article-title":"On contrastive learning for likelihood-free inference","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Durkan","year":"2020"},{"key":"ref8","first-page":"4239","article-title":"Likelihood-free MCMC with amortized approximate ratio estimators","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Hermans","year":"2020"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1214\/20-BA1238"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1111\/insr.12573"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1201\/9781315117195"},{"key":"ref12","article-title":"Stochastic gradient VB and the variational auto-encoder","volume-title":"Proc. 2nd Int. Conf. Learn. Representations","author":"Kingma","year":"2014"},{"key":"ref13","article-title":"Score-based generative modeling through stochastic differential equations","volume-title":"Proc. 9th Int. Conf. Learn. Representations","author":"Song","year":"2021"},{"volume-title":"Simulation et Algorithmes Stochastiques","year":"2001","author":"Bartoli","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2960-3"},{"volume-title":"Monte Carlo Statistical Methods (Springer Texts in Statistics)","year":"2005","author":"Robert","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/00031305.1995.10476177"},{"article-title":"Monte Carlo theory, methods and examples","year":"2013","author":"Owen","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-72634-2"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-009-5819-7"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1186\/1687-6180-2013-62"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1287\/opre.1.5.263"},{"key":"ref23","first-page":"123","article-title":"The use of multi-stage sampling schemes in Monte Carlo computations","volume-title":"Proc. Symp. Monte Carlo Methods","author":"Marshall","year":"1956"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.2307\/1913710"},{"key":"ref25","article-title":"Using the SIR algorithm to simulate posterior distributions","volume-title":"Bayesian Statistics III","author":"Rubin","year":"1988"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.2307\/2289776"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.2307\/2684170"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-28982-8"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/45.329294"},{"key":"ref30","first-page":"1100","article-title":"Deep structured energy based models for anomaly detection","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Zhai","year":"2016"},{"key":"ref31","first-page":"33","article-title":"On contrastive divergence learning","volume-title":"Proc. Int. Workshop Artif. Intell. Statist.","author":"Carreira-Perpinan","year":"2005"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35289-8_32"}],"container-title":["IEEE Signal Processing Letters"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/97\/10380231\/10517652.pdf?arnumber=10517652","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,28]],"date-time":"2024-05-28T04:25:51Z","timestamp":1716870351000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10517652\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/lsp.2024.3396403","relation":{},"ISSN":["1070-9908","1558-2361"],"issn-type":[{"type":"print","value":"1070-9908"},{"type":"electronic","value":"1558-2361"}],"subject":[],"published":{"date-parts":[[2024]]}}}