{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T14:41:14Z","timestamp":1730299274992,"version":"3.28.0"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,7,11]],"date-time":"2021-07-11T00:00:00Z","timestamp":1625961600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,7,11]],"date-time":"2021-07-11T00:00:00Z","timestamp":1625961600000},"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":[],"published-print":{"date-parts":[[2021,7,11]]},"DOI":"10.1109\/ssp49050.2021.9513766","type":"proceedings-article","created":{"date-parts":[[2021,8,19]],"date-time":"2021-08-19T20:19:20Z","timestamp":1629404360000},"page":"91-95","source":"Crossref","is-referenced-by-count":0,"title":["Fast Bayesian Model Selection in Imaging Inverse Problems Using Residuals"],"prefix":"10.1109","author":[{"given":"Ana Fernandez","family":"Vidal","sequence":"first","affiliation":[{"name":"Heriot-Watt University,School of Mathematical and Computer Sciences,Edinburgh,United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marcelo","family":"Pereyra","sequence":"additional","affiliation":[{"name":"Heriot-Watt University,School of Mathematical and Computer Sciences,Edinburgh,United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alain","family":"Durmus","sequence":"additional","affiliation":[{"name":"Universit&#x00E9; Paris-Saclay,CMLA - &#x00C9;cole Normale Sup&#x00E9;rieure Paris-Saclay, CNRS,Cachan,France,94235"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jean-Francois","family":"Giovannelli","sequence":"additional","affiliation":[{"name":"IMS (Universit&#x00E9; de Bordeaux - CNRS - BINP),Talence,France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1137\/16M1108340"},{"article-title":"Maximum likelihood estimation of regularisation parameters in high-dimensional inverse problems: an empirical bayesian approach","year":"2019","author":"vidal","key":"ref11"},{"key":"ref12","first-page":"310","article-title":"On perturbed proximal gradient algorithms","volume":"18","author":"atchad\u00e9","year":"2017","journal-title":"J Mach Learn Res"},{"article-title":"Stochastic Proximal Gradient Algorithms for Penalized Mixed Models","year":"2017","author":"fort","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-010-9182-3"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/EUSIPCO.2015.7362379"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2013.2290329"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1137\/16M1108340"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2047910"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9574.2011.00515.x"},{"key":"ref3","first-page":"224","article-title":"Current challenges in Bayesian model choice","volume":"371","author":"clyde","year":"2007","journal-title":"Statistical Challenges in Modern Astronomy IV ASP Con! Ser"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2007.00650.x"},{"key":"ref5","first-page":"hal?02493284","article-title":"S&#x00E9;lection de mod&#x00E8;les en restauration d&#x2019;image : approche bay&#x00E9;sienne dans le cas gaussien","author":"harrou\u00e9","year":"2019","journal-title":"GRESTI 2019"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2013.6737048"},{"journal-title":"The Bayesian Choice From Decision-Theoretic Foundations to Computational Implementation","year":"2007","author":"robert","key":"ref7"},{"key":"ref2","first-page":"867","article-title":"A widely applicable bayesian information criterion","volume":"14","author":"watanabe","year":"2013","journal-title":"Journal of Machine Learning Research"},{"article-title":"Testing hypotheses via a mixture estimation model","year":"2014","author":"kamary","key":"ref1"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1007\/978-1-4419-9569-8_10","article-title":"Proximal splitting methods in signal processing","author":"combettes","year":"2011","journal-title":"Fixed-Point Algorithms For Inverse Problems in Science and Engineering"}],"event":{"name":"2021 IEEE Statistical Signal Processing Workshop (SSP)","start":{"date-parts":[[2021,7,11]]},"location":"Rio de Janeiro, Brazil","end":{"date-parts":[[2021,7,14]]}},"container-title":["2021 IEEE Statistical Signal Processing Workshop (SSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9513646\/9513732\/09513766.pdf?arnumber=9513766","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,2]],"date-time":"2022-08-02T23:23:31Z","timestamp":1659482611000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9513766\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,11]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/ssp49050.2021.9513766","relation":{},"subject":[],"published":{"date-parts":[[2021,7,11]]}}}