{"id":972,"date":"2025-01-20T13:15:02","date_gmt":"2025-01-20T12:15:02","guid":{"rendered":"https:\/\/iafer.dasci.es\/?page_id=972"},"modified":"2025-02-26T13:40:36","modified_gmt":"2025-02-26T12:40:36","slug":"desarrollar-tecnicas-que-mejoren-como-explicar-la-iapg","status":"publish","type":"page","link":"https:\/\/iafer.dasci.es\/en\/investigacion\/fiabilidad-en-ia-de-proposito-general\/desarrollar-tecnicas-que-mejoren-como-explicar-la-iapg\/","title":{"rendered":"Develop techniques to improve how to explain the IAPG"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"972\" class=\"elementor elementor-972\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3433f544 e-flex e-con-boxed e-con e-parent\" data-id=\"3433f544\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7d4c7b96 elementor-widget elementor-widget-text-editor\" data-id=\"7d4c7b96\" 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\n<p class=\"wp-block-paragraph\">La idea es crear un algoritmo de IAPG que aprenda a explicar otros algoritmos de IA. La gran diferencia con las soluciones actuales radica en que no son algoritmos de IA para explicar, sino para aprender a explicar [Che18]. Esto se puede hacer aprendiendo de otros algoritmos de explicabilidad en distintos contextos. El mayor reto radica en evaluar la bondad de una explicaci\u00f3n, y aprender a explicar correctamente:<\/p>\n\n<ul class=\"wp-block-list\"><\/ul>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a63c6bb e-grid e-con-boxed e-con e-parent\" data-id=\"a63c6bb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8ef8811 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"8ef8811\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-box\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tObjetivo 1\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tDefinici\u00f3n de escenarios de meta-aprendizaje para aprender a explicar.\u00a0\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4cb7855 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"4cb7855\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-book-open\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tObjetivo 2\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tAprendiendo a explicar con un enfoque AutoML.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-46afa78 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"46afa78\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-tag\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tObjetivo 3\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tUso del enfoque Few-Shot para aprender a explicar.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The aim is not to explain IAPG algorithms, but to use their capabilities to develop techniques to improve how to explain. <\/p>","protected":false},"author":1,"featured_media":1502,"parent":949,"menu_order":16,"comment_status":"closed","ping_status":"closed","template":"elementor_theme","meta":{"footnotes":""},"class_list":["post-972","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/pages\/972","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/comments?post=972"}],"version-history":[{"count":8,"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/pages\/972\/revisions"}],"predecessor-version":[{"id":1340,"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/pages\/972\/revisions\/1340"}],"up":[{"embeddable":true,"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/pages\/949"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/media\/1502"}],"wp:attachment":[{"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/media?parent=972"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}