{"id":1799,"date":"2023-12-29T20:22:16","date_gmt":"2023-12-29T20:22:16","guid":{"rendered":"https:\/\/kalogeratos.com\/psite\/?page_id=1799"},"modified":"2023-12-29T20:23:50","modified_gmt":"2023-12-29T20:23:50","slug":"tvi-fl-graph-learning-in-time-varying-ising-model","status":"publish","type":"page","link":"https:\/\/kalogeratos.com\/psite\/material\/tvi-fl-graph-learning-in-time-varying-ising-model\/","title":{"rendered":"TVI-FL: Graph learning in time-varying Ising model"},"content":{"rendered":"<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1800\" src=\"https:\/\/i0.wp.com\/kalogeratos.com\/psite\/wp-content\/uploads\/image-1-e1703881217768.png?resize=600%2C593&#038;ssl=1\" alt=\"\" width=\"600\" height=\"593\" srcset=\"https:\/\/i0.wp.com\/kalogeratos.com\/psite\/wp-content\/uploads\/image-1-e1703881217768.png?w=913&amp;ssl=1 913w, https:\/\/i0.wp.com\/kalogeratos.com\/psite\/wp-content\/uploads\/image-1-e1703881217768.png?resize=300%2C297&amp;ssl=1 300w, https:\/\/i0.wp.com\/kalogeratos.com\/psite\/wp-content\/uploads\/image-1-e1703881217768.png?resize=768%2C760&amp;ssl=1 768w, https:\/\/i0.wp.com\/kalogeratos.com\/psite\/wp-content\/uploads\/image-1-e1703881217768.png?resize=75%2C75&amp;ssl=1 75w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p dir=\"auto\">The repository for the implementations of the Time-Varying Ising model with Fused and Lasso penalties (TVI-FL) algorithm can be found at: <a href=\"https:\/\/github.com\/BatisteLB\/TVI-FL\">https:\/\/github.com\/BatisteLB\/TVI-FL<\/a><\/p>\n<p dir=\"auto\"><strong>References:<\/strong><\/p>\n<p dir=\"auto\"><a href=\"https:\/\/arxiv.org\/pdf\/1910.08512.pdf\">Learning the piece-wise constant graph structure of a varying Ising model<\/a>. Batiste Le Bars, Pierre Humbert, Argyris Kalogeratos and Nicolas Vayatis. International Conference on Machine Learning (ICML), 2020.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The repository for the implementations of the Time-Varying Ising model with Fused and Lasso penalties (TVI-FL) algorithm can be found at: https:\/\/github.com\/BatisteLB\/TVI-FL References: Learning the piece-wise constant graph structure of a varying Ising model. Batiste Le Bars, Pierre Humbert, Argyris Kalogeratos and Nicolas Vayatis. International Conference on Machine Learning (ICML), 2020. &nbsp; &nbsp;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":326,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1799","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Argyris Kalogeratos<\/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:\/\/kalogeratos.com\/psite\/material\/tvi-fl-graph-learning-in-time-varying-ising-model\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"The repository for the implementations of the Time-Varying Ising model with Fused and Lasso penalties (TVI-FL) algorithm can be found at: https:\/\/github.com\/BatisteLB\/TVI-FL References: Learning the piece-wise constant graph structure of a varying Ising model. Batiste Le Bars, Pierre Humbert, Argyris Kalogeratos and Nicolas Vayatis. 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Batiste Le Bars, Pierre Humbert, Argyris Kalogeratos and Nicolas Vayatis. International Conference on Machine Learning (ICML), 2020. &nbsp; &nbsp;","og_url":"https:\/\/kalogeratos.com\/psite\/material\/tvi-fl-graph-learning-in-time-varying-ising-model\/","og_site_name":"Argyris Kalogeratos","article_modified_time":"2023-12-29T20:23:50+00:00","og_image":[{"url":"https:\/\/kalogeratos.com\/psite\/wp-content\/uploads\/image-1-e1703881217768.png","type":"","width":"","height":""}],"twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/kalogeratos.com\/psite\/material\/tvi-fl-graph-learning-in-time-varying-ising-model\/","url":"https:\/\/kalogeratos.com\/psite\/material\/tvi-fl-graph-learning-in-time-varying-ising-model\/","name":"","isPartOf":{"@id":"https:\/\/kalogeratos.com\/psite\/#website"},"primaryImageOfPage":{"@id":"https:\/\/kalogeratos.com\/psite\/material\/tvi-fl-graph-learning-in-time-varying-ising-model\/#primaryimage"},"image":{"@id":"https:\/\/kalogeratos.com\/psite\/material\/tvi-fl-graph-learning-in-time-varying-ising-model\/#primaryimage"},"thumbnailUrl":"https:\/\/kalogeratos.com\/psite\/wp-content\/uploads\/image-1-e1703881217768.png","datePublished":"2023-12-29T20:22:16+00:00","dateModified":"2023-12-29T20:23:50+00:00","breadcrumb":{"@id":"https:\/\/kalogeratos.com\/psite\/material\/tvi-fl-graph-learning-in-time-varying-ising-model\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/kalogeratos.com\/psite\/material\/tvi-fl-graph-learning-in-time-varying-ising-model\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/kalogeratos.com\/psite\/material\/tvi-fl-graph-learning-in-time-varying-ising-model\/#primaryimage","url":"https:\/\/i0.wp.com\/kalogeratos.com\/psite\/wp-content\/uploads\/image-1-e1703881217768.png?fit=913%2C903&ssl=1","contentUrl":"https:\/\/i0.wp.com\/kalogeratos.com\/psite\/wp-content\/uploads\/image-1-e1703881217768.png?fit=913%2C903&ssl=1","width":913,"height":903},{"@type":"BreadcrumbList","@id":"https:\/\/kalogeratos.com\/psite\/material\/tvi-fl-graph-learning-in-time-varying-ising-model\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/kalogeratos.com\/psite\/"},{"@type":"ListItem","position":2,"name":"Material","item":"https:\/\/kalogeratos.com\/psite\/material\/"},{"@type":"ListItem","position":3,"name":"TVI-FL: Graph learning in time-varying Ising model"}]},{"@type":"WebSite","@id":"https:\/\/kalogeratos.com\/psite\/#website","url":"https:\/\/kalogeratos.com\/psite\/","name":"Argyris Kalogeratos","description":"Senior Research Scientist \/\/ PhD Computer Science \/\/ Machine Learning","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/kalogeratos.com\/psite\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/kalogeratos.com\/psite\/wp-json\/wp\/v2\/pages\/1799","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kalogeratos.com\/psite\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/kalogeratos.com\/psite\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/kalogeratos.com\/psite\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kalogeratos.com\/psite\/wp-json\/wp\/v2\/comments?post=1799"}],"version-history":[{"count":0,"href":"https:\/\/kalogeratos.com\/psite\/wp-json\/wp\/v2\/pages\/1799\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/kalogeratos.com\/psite\/wp-json\/wp\/v2\/pages\/326"}],"wp:attachment":[{"href":"https:\/\/kalogeratos.com\/psite\/wp-json\/wp\/v2\/media?parent=1799"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}