{"id":296,"date":"2023-04-25T12:00:00","date_gmt":"2023-04-25T12:00:00","guid":{"rendered":"https:\/\/michaelkamp.org\/?p=296"},"modified":"2023-04-25T12:00:00","modified_gmt":"2023-04-25T12:00:00","slug":"nothing-but-regrets-privacy-preserving-federated-causal-discovery-2","status":"publish","type":"post","link":"https:\/\/michaelkamp.org\/?p=296","title":{"rendered":"Nothing but Regrets &#8211; Privacy-Preserving Federated Causal Discovery"},"content":{"rendered":"<p><div class=\"tp_single_publication\"><span class=\"tp_single_author\">Osman Mian, David Kaltenpoth, Michael Kamp, Jilles Vreeken: <\/span> <span class=\"tp_single_title\">Nothing but Regrets - Privacy-Preserving Federated Causal Discovery<\/span>. <span class=\"tp_single_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">International Conference on Artificial Intelligence and Statistics (AISTATS), <\/span><span class=\"tp_pub_additional_year\">2023<\/span>.<\/span><\/div><!--more--><\/p>\n<h2 class=\"tp_abstract\">Abstract<\/h2><p class=\"tp_abstract\"><\/p>\n<h2 class=\"tp_links\">Links<\/h2><p class=\"tp_abstract\"><ul class=\"tp_pub_list\"><\/ul><\/p>\n<h2 class=\"tp_bibtex\">BibTeX (<a href=\"https:\/\/michaelkamp.org?feed=tp_pub_bibtex&amp;key=mian2022nothing\">Download<\/a>)<\/h2><pre class=\"tp_bibtex\">@inproceedings{mian2022nothing,\r\ntitle = {Nothing but Regrets - Privacy-Preserving Federated Causal Discovery},\r\nauthor = {Osman Mian, David Kaltenpoth, Michael Kamp, Jilles Vreeken},\r\nyear  = {2023},\r\ndate = {2023-04-25},\r\nurldate = {2023-04-25},\r\nbooktitle = {International Conference on Artificial Intelligence and Statistics (AISTATS)},\r\nkeywords = {causal discovery, causality, explainable, federated, federated causal discovery, federated learning, interpretable},\r\npubstate = {published},\r\ntppubtype = {inproceedings}\r\n}\r\n<\/pre>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[25,26,28,24,27,12,29],"class_list":["post-296","post","type-post","status-publish","format-standard","hentry","category-publications","tag-causal-discovery","tag-causality","tag-explainable","tag-federated","tag-federated-causal-discovery","tag-federated-learning","tag-interpretable"],"_links":{"self":[{"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/posts\/296","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=296"}],"version-history":[{"count":0,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/posts\/296\/revisions"}],"wp:attachment":[{"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=296"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=296"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=296"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}