{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T20:05:53Z","timestamp":1729627553092,"version":"3.28.0"},"reference-count":27,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012,12]]},"DOI":"10.1109\/cdc.2012.6426893","type":"proceedings-article","created":{"date-parts":[[2013,2,8]],"date-time":"2013-02-08T22:05:08Z","timestamp":1360361108000},"page":"4101-4106","source":"Crossref","is-referenced-by-count":5,"title":["Nonsmooth regression and state estimation using piecewise quadratic log-concave densities"],"prefix":"10.1109","author":[{"given":"Aleksandr Y.","family":"Aravkin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James V.","family":"Burke","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gianluigi","family":"Pillonetto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"journal-title":"Convex Analysis Priceton Landmarks in Mathematics","year":"1970","author":"rockafellar","key":"19"},{"key":"17","article-title":"Variational em algorithms for non-gaussian latent variable models","author":"palmer","year":"2006","journal-title":"Proc of NIPS"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017575"},{"key":"15","first-page":"3704","article-title":"Bayesian non-linear modelling for the prediction competition","volume":"100","author":"mackay","year":"1994","journal-title":"ASHRAE Trans"},{"key":"16","article-title":"State smoothing by sum-of-norms regularization","author":"ohlsson","year":"2011","journal-title":"Automatica"},{"key":"13","doi-asserted-by":"crossref","DOI":"10.1002\/0471725250","author":"huber","year":"1981","journal-title":"Robust Statistics"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1992.4.3.415"},{"key":"11","article-title":"Generalized additive models","volume":"43","author":"hastie","year":"1990","journal-title":"Monographs on Statistics and Applied Probability"},{"journal-title":"The Elements of Statistical Learning Data Mining Inference and Prediction","year":"2001","author":"hastie","key":"12"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1162\/089976699300016674"},{"key":"20","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-02431-3","volume":"317","author":"rockafellar","year":"1998","journal-title":"Variational Analysis"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015565"},{"key":"23","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":"24","first-page":"211","article-title":"Sparse bayesian learning and the relevance vector machine","volume":"1","author":"tipping","year":"2001","journal-title":"Journal of Machine Learning Research"},{"journal-title":"Statistical Learning Theory","year":"1998","author":"vapnik","key":"25"},{"key":"26","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2162174"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00503.x"},{"key":"3","article-title":"A statistical and computational theory for robust and sparse kalman smoothing","author":"aravkin","year":"2012","journal-title":"Proc IFAC Symposium on System Identification (SYSID)"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2011.2141430"},{"journal-title":"Applied Optimal Estimation","year":"1974","author":"gelb","key":"10"},{"journal-title":"Optimal Filtering","year":"1979","author":"anderson","key":"1"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1023\/A:1018946025316"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1214\/009053604000000067"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.871582"},{"journal-title":"Finite Dimensional Linear Systems","year":"1970","author":"brockett","key":"4"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2007.11-06-397"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2011.2161300"}],"event":{"name":"2012 IEEE 51st Annual Conference on Decision and Control (CDC)","start":{"date-parts":[[2012,12,10]]},"location":"Maui, HI, USA","end":{"date-parts":[[2012,12,13]]}},"container-title":["2012 IEEE 51st IEEE Conference on Decision and Control (CDC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/6416474\/6425800\/06426893.pdf?arnumber=6426893","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,5]],"date-time":"2024-05-05T19:09:11Z","timestamp":1714936151000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6426893\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,12]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/cdc.2012.6426893","relation":{},"subject":[],"published":{"date-parts":[[2012,12]]}}}