{"id":297,"date":"2023-02-07T12:00:00","date_gmt":"2023-02-07T12:00:00","guid":{"rendered":"https:\/\/michaelkamp.org\/2023\/02\/07\/information-theoretic-causal-discovery-and-intervention-detection-over-multiple-environments-2\/"},"modified":"2023-02-07T12:00:00","modified_gmt":"2023-02-07T12:00:00","slug":"information-theoretic-causal-discovery-and-intervention-detection-over-multiple-environments-2","status":"publish","type":"post","link":"https:\/\/michaelkamp.org\/?p=297","title":{"rendered":"Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments"},"content":{"rendered":"<p><div class=\"tp_single_publication\"><span class=\"tp_single_author\">Osman Mian, Michael Kamp, Jilles Vreeken: <\/span> <span class=\"tp_single_title\">Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments<\/span>. <span class=\"tp_single_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_booktitle\">Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), <\/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=mian2023informationb\">Download<\/a>)<\/h2><pre class=\"tp_bibtex\">@inproceedings{mian2023informationb,\r\ntitle = {Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments},\r\nauthor = {Osman Mian and Michael Kamp and Jilles Vreeken},\r\nyear  = {2023},\r\ndate = {2023-02-07},\r\nurldate = {2023-02-07},\r\nbooktitle = {Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)},\r\nkeywords = {causal discovery, causality, federated, federated causal discovery, federated learning, intervention},\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":[25,26,24,27,12,30],"class_list":["post-297","post","type-post","status-publish","format-standard","hentry","category-publications","tag-causal-discovery","tag-causality","tag-federated","tag-federated-causal-discovery","tag-federated-learning","tag-intervention"],"_links":{"self":[{"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/posts\/297","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=297"}],"version-history":[{"count":0,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=\/wp\/v2\/posts\/297\/revisions"}],"wp:attachment":[{"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=297"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=297"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/michaelkamp.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=297"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}