{"id":49,"date":"2014-06-05T15:36:42","date_gmt":"2014-06-05T13:36:42","guid":{"rendered":"http:\/\/www.congressi.unisi.it\/robustness\/?page_id=49"},"modified":"2014-06-05T15:37:03","modified_gmt":"2014-06-05T13:37:03","slug":"hakan-hjalmarsson","status":"publish","type":"page","link":"https:\/\/www.congressi.unisi.it\/robustness\/hakan-hjalmarsson\/","title":{"rendered":"H\u00e5kan Hjalmarsson"},"content":{"rendered":"<p>H\u00e5kan Hjalmarsson (KTH Royal Institute of Technology)<\/p>\n<p>Minimizing the Mean-Square-Error of Identified Finite Impulse Response Models<\/p>\n<p>&nbsp;<\/p>\n<p>In this presentation we discuss methods for minimizing the mean-squared error of identified finite impulse response models. In particular we consider regularized models and cast the choice of regularization parameter as a direct optimization problem. Several approaches to this problem are considered, including classical SURE (Stein&#8217;s Unbiased Risk Estimation) and weighted least-squares. The results are compared with current state-of-the art kernel methods.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>H\u00e5kan Hjalmarsson (KTH Royal Institute of Technology) Minimizing the Mean-Square-Error of Identified Finite Impulse Response Models &nbsp; In this presentation we discuss methods for minimizing the mean-squared error of identified finite impulse response models. In particular we consider regularized models and cast the choice of regularization parameter as a direct optimization problem. Several approaches to [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"open","template":"","meta":{"saved_in_kubio":false,"footnotes":""},"class_list":["post-49","page","type-page","status-publish","hentry"],"kubio_ai_page_context":{"short_desc":"","purpose":"general"},"_links":{"self":[{"href":"https:\/\/www.congressi.unisi.it\/robustness\/wp-json\/wp\/v2\/pages\/49","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.congressi.unisi.it\/robustness\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.congressi.unisi.it\/robustness\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.congressi.unisi.it\/robustness\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.congressi.unisi.it\/robustness\/wp-json\/wp\/v2\/comments?post=49"}],"version-history":[{"count":1,"href":"https:\/\/www.congressi.unisi.it\/robustness\/wp-json\/wp\/v2\/pages\/49\/revisions"}],"predecessor-version":[{"id":50,"href":"https:\/\/www.congressi.unisi.it\/robustness\/wp-json\/wp\/v2\/pages\/49\/revisions\/50"}],"wp:attachment":[{"href":"https:\/\/www.congressi.unisi.it\/robustness\/wp-json\/wp\/v2\/media?parent=49"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}