{"id":28193,"date":"2024-03-06T13:54:47","date_gmt":"2024-03-06T13:54:47","guid":{"rendered":"https:\/\/direc.dk\/automated-sensitivity-analysis-enhances-trustworthiness-of-probabilistic-programs\/"},"modified":"2024-12-16T14:43:07","modified_gmt":"2024-12-16T14:43:07","slug":"automated-sensitivity-analysis-enhances-trustworthiness-of-probabilistic-programs","status":"publish","type":"post","link":"https:\/\/direc.dk\/da\/automated-sensitivity-analysis-enhances-trustworthiness-of-probabilistic-programs\/","title":{"rendered":"Automatiseret f\u00f8lsomhedsanalyse forbedrer p\u00e5lideligheden af sandsynlighedsprogrammer."},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"28193\" class=\"elementor elementor-28193 elementor-28146\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-798ee13f elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"798ee13f\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6b38520a\" data-id=\"6b38520a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-5069322c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5069322c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-781aaceb elementor-hidden-mobile\" data-id=\"781aaceb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6b575c2f elementor-invisible elementor-widget elementor-widget-button\" data-id=\"6b575c2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:&quot;200&quot;,&quot;_animation_mobile&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Til nyheder<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-3a6bf1ed\" data-id=\"3a6bf1ed\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-261fc713 elementor-widget elementor-widget-text-editor\" data-id=\"261fc713\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>6. marts 2024<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-4b3c8706 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b3c8706\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-322ee17f\" data-id=\"322ee17f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4ce9c681 animated-fast elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"4ce9c681\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Automated Sensitivity Analysis Enhances Trustworthiness of Probabilistic Programs\u00a0<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-146456dd elementor-widget elementor-widget-text-editor\" data-id=\"146456dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Sandsynlighedsprogrammer, et grundl\u00e6ggende begreb inden for moderne databehandling, har f\u00e5et stigende opm\u00e6rksomhed p\u00e5 grund af deres alsidige anvendelser p\u00e5 tv\u00e6rs af forskellige omr\u00e5der, herunder maskinl\u00e6ring, kryptografi og statistik. Dog udg\u00f8r sikring af p\u00e5lidelighed og trov\u00e6rdighed af disse programmer betydelige udfordringer, is\u00e6r n\u00e5r det kommer til at forst\u00e5 deres sandsynlighedsnatur og analysere deres f\u00f8lsomhed over for \u00e6ndringer i input.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-310cc4e5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"310cc4e5\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-23fc06cd\" data-id=\"23fc06cd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1303ca82 elementor-widget elementor-widget-image\" data-id=\"1303ca82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1920\" height=\"1080\" src=\"https:\/\/direc.dk\/wp-content\/uploads\/2024\/03\/Probabilistic-Programs_news.png\" class=\"attachment-full size-full wp-image-28153\" alt=\"\" srcset=\"https:\/\/direc.dk\/wp-content\/uploads\/2024\/03\/Probabilistic-Programs_news.png 1920w, https:\/\/direc.dk\/wp-content\/uploads\/2024\/03\/Probabilistic-Programs_news-300x169.png 300w, https:\/\/direc.dk\/wp-content\/uploads\/2024\/03\/Probabilistic-Programs_news-1024x576.png 1024w, https:\/\/direc.dk\/wp-content\/uploads\/2024\/03\/Probabilistic-Programs_news-768x432.png 768w, https:\/\/direc.dk\/wp-content\/uploads\/2024\/03\/Probabilistic-Programs_news-1536x864.png 1536w, https:\/\/direc.dk\/wp-content\/uploads\/2024\/03\/Probabilistic-Programs_news-1200x675.png 1200w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-56f9c8cd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"56f9c8cd\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-56db6e42\" data-id=\"56db6e42\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2746dadb elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"2746dadb\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Dog udg\u00f8r sikring af p\u00e5lidelighed og trov\u00e6rdighed af disse programmer betydelige udfordringer, is\u00e6r n\u00e5r det kommer til at forst\u00e5 deres sandsynlighedsnatur og analysere deres f\u00f8lsomhed over for \u00e6ndringer i input.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9281325 elementor-widget elementor-widget-gallery\" data-id=\"9281325\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;columns&quot;:2,&quot;gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:47,&quot;sizes&quot;:[]},&quot;gallery_layout&quot;:&quot;grid&quot;,&quot;columns_tablet&quot;:2,&quot;columns_mobile&quot;:1,&quot;gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;link_to&quot;:&quot;file&quot;,&quot;aspect_ratio&quot;:&quot;3:2&quot;,&quot;content_hover_animation&quot;:&quot;fade-in&quot;}\" data-widget_type=\"gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-gallery__container\">\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1edeb0e elementor-widget elementor-widget-text-editor\" data-id=\"1edeb0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>&lt;p&gt;&lt;span lang=&#8221;DA&#8221;&gt;Christoph Matheja, DTU (t.v.) og Alejandro Aguirre, Aarhus Universitet (t.h.)&lt;\/span&gt;&lt;em&gt;&lt;span lang=&#8221;DA&#8221;&gt;&lt;br \/&gt;&lt;\/span&gt;&lt;\/em&gt;&lt;\/p&gt;<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ffb480 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"6ffb480\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/direc.dk\/da\/automated-sensitivity-analysis-enhances-trustworthiness-of-probabilistic-programs\/\">L\u00e6s mere p\u00e5 engelsk<\/a><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-5aa6e6b7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5aa6e6b7\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-4e3c8c0b\" data-id=\"4e3c8c0b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5eadf690\" data-id=\"5eadf690\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p><b>6. marts 2024<\/b><br \/>\nSandsynlighedsprogrammer, et grundl\u00e6ggende begreb inden for moderne databehandling, har f\u00e5et stigende opm\u00e6rksomhed p\u00e5 grund af deres alsidige anvendelser p\u00e5 tv\u00e6rs af forskellige omr\u00e5der, herunder maskinl\u00e6ring, kryptografi og statistik. <\/p>\n","protected":false},"author":3,"featured_media":28153,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[31],"tags":[155],"class_list":["post-28193","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-nyheder","tag-p26-da"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Automatiseret f\u00f8lsomhedsanalyse forbedrer p\u00e5lideligheden af sandsynlighedsprogrammer. - DIREC<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/direc.dk\/da\/automated-sensitivity-analysis-enhances-trustworthiness-of-probabilistic-programs\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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