{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T16:10:07Z","timestamp":1748794207731,"version":"3.41.0"},"reference-count":26,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,12]]},"DOI":"10.1109\/cdc.2015.7402518","type":"proceedings-article","created":{"date-parts":[[2016,2,29]],"date-time":"2016-02-29T21:32:44Z","timestamp":1456781564000},"page":"2109-2114","source":"Crossref","is-referenced-by-count":2,"title":["Outlier robust kernel-based system identification using \u2113<inf>1<\/inf>-Laplace techniques"],"prefix":"10.1109","author":[{"given":"Giulio","family":"Bottegal","sequence":"first","affiliation":[]},{"given":"Hakan","family":"Hjalmarsson","sequence":"additional","affiliation":[]},{"given":"Alexandr Y.","family":"Aravkin","sequence":"additional","affiliation":[]},{"given":"Gianluigi","family":"Pillonetto","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","article-title":"Maximum likelihood from incomplete data via the em algorithm","author":"dempster","year":"1977","journal-title":"Journal of the Royal Statistical Society Series B (Methodological)"},{"journal-title":"Markov Chain Monte Carlo in Practice","year":"1996","author":"gilks","key":"ref11"},{"journal-title":"System Identification Theory for the User","year":"1999","author":"ljung","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/34.735805"},{"journal-title":"Empirical Bayes Method","year":"1989","author":"maritz","key":"ref14"},{"key":"ref15","volume":"382","author":"mclachlan","year":"2007","journal-title":"The EM Algorithm and Extensions"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1198\/016214508000000337"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ECC.2014.6862629"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2010.11.004"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2009.10.031"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1090\/S0002-9947-1950-0051437-7"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2013.6760701"},{"key":"ref6","article-title":"Robust EM kernel-based methods for linear system identification","author":"bottegal","year":"2014","journal-title":"Submitted for publication ArXiv preprint arXiv 1411 5915"},{"key":"ref5","article-title":"Outlier robust system identification: A Bayesian kernel-based approach","author":"bottegal","year":"2014","journal-title":"Proceedings of the 19th IFAC World Congress"},{"key":"ref8","article-title":"Constructive state space model induced kernels for regularized system identification","author":"chen","year":"2014","journal-title":"Proc of the 19th IFAC World Congress"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2013.08.010"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2011.2141430"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2012.05.026"},{"key":"ref1","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1111\/j.2517-6161.1974.tb00989.x","article-title":"Scale mixtures of normal distributions","author":"andrews","year":"1974","journal-title":"J Royal Statistical Society Series B (Methodological)"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.automatica.2014.01.001"},{"journal-title":"Gaussian Processes for Machine Learning","year":"2006","author":"rasmussen","key":"ref22"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/5.58326"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1287\/moor.1030.0073"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the LASSO","volume":"58","author":"tibshirani","year":"1996","journal-title":"Journal of the Royal Statistical Society Series B"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/hdy.2009.180"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611970128"}],"event":{"name":"2015 54th IEEE Conference on Decision and Control (CDC)","start":{"date-parts":[[2015,12,15]]},"location":"Osaka","end":{"date-parts":[[2015,12,18]]}},"container-title":["2015 54th IEEE Conference on Decision and Control (CDC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7396016\/7402066\/07402518.pdf?arnumber=7402518","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,1]],"date-time":"2025-06-01T15:34:44Z","timestamp":1748792084000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7402518\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,12]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/cdc.2015.7402518","relation":{},"subject":[],"published":{"date-parts":[[2015,12]]}}}