{"id":441,"date":"2024-06-21T12:02:13","date_gmt":"2024-06-21T12:02:13","guid":{"rendered":"https:\/\/www.iberamia.org\/iberamia\/iberamia2024\/?page_id=441"},"modified":"2024-08-01T16:56:26","modified_gmt":"2024-08-01T16:56:26","slug":"cadis-2024","status":"publish","type":"page","link":"https:\/\/www.iberamia.org\/iberamia\/iberamia2024\/cadis-2024\/","title":{"rendered":"Workshop on Causal Discovery (CaDis 2024)"},"content":{"rendered":"\n

https:\/\/cadisworkshop.com.mx\/<\/a>

November 12th, 2024, Montevideo, Uruguay

The CaDis Workshop will be held at the IBERAMIA\u20192024 conference

The objective of this workshop is to present recent advances in causal discovery, including different approaches that consider observational and\/or interventional data, and also building models with the help of human experts. It is also of interest the combination of causal discovery with other areas of machine learning, such as reinforcement learning and deep learning; as well as real-world applications.

We invite contributions relevant to any aspect of causal discovery, including theoretical and practical aspects, and applications. <\/p>\n\n\n\n

The submissions can be in any of the following topics, but not limited to:
\u00a0\u00a0\u00a0\u00a0\u2022\u00a0\u00a0\u00a0 Causal discovery from observational data
\u00a0\u00a0\u00a0\u00a0\u2022\u00a0\u00a0\u00a0 Causal discovery from interventions
\u00a0\u00a0\u00a0\u00a0\u2022\u00a0\u00a0\u00a0 Hybrid causal discovery
\u00a0\u00a0\u00a0\u00a0\u2022\u00a0\u00a0\u00a0 Building causal models from human expert knowledge
\u00a0\u00a0\u00a0\u00a0\u2022\u00a0\u00a0\u00a0 Causal discovery from time series
\u00a0\u00a0\u00a0\u00a0\u2022\u00a0\u00a0\u00a0 Reinforcement learning and causal discovery
\u00a0\u00a0\u00a0\u00a0\u2022\u00a0\u00a0\u00a0 Deep learning and causal discovery
\u00a0\u00a0\u00a0\u00a0\u2022\u00a0\u00a0\u00a0 Benchmarks for causal discovery
\u00a0\u00a0\u00a0\u00a0\u2022\u00a0\u00a0\u00a0 Applications to real-world problems<\/p>\n\n\n\n

Important dates:<\/strong>
\u00a0\u00a0\u00a0\u00a0\u2022\u00a0\u00a0\u00a0 Paper submission deadline: September 15
\u00a0\u00a0\u00a0\u00a0\u2022\u00a0\u00a0\u00a0 Reviews release: October 15
\u00a0\u00a0\u00a0\u00a0\u2022\u00a0\u00a0\u00a0 Final papers submission: October 31
\u00a0\u00a0\u00a0\u00a0\u2022\u00a0\u00a0\u00a0 Conference date: November 12<\/p>\n\n\n\n

Authors of the best papers will be invited to submit extended versions to \u201cCausal Graphical Models and Their Applications\u201d, A special issue of \u00abEntropy\u00bb (https:\/\/www.mdpi.com\/journal\/entropy\/special_issues\/BSPSAJX3SL<\/a>).

For more information and submissions: https:\/\/cadisworkshop.com.mx\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

https:\/\/cadisworkshop.com.mx\/ November 12th, 2024, Montevideo, Uruguay The CaDis Workshop will be held at the IBERAMIA\u20192024 conference The objective of this workshop is to present recent advances in causal discovery, including different approaches that consider observational and\/or interventional data, and also building models with the help of human experts. It is also of interest the combination of causal discovery with other areas of machine learning, such as reinforcement learning and deep… <\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"layouts\/page-fullwidth.php","meta":{"footnotes":""},"class_list":["post-441","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.iberamia.org\/iberamia\/iberamia2024\/wp-json\/wp\/v2\/pages\/441","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.iberamia.org\/iberamia\/iberamia2024\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.iberamia.org\/iberamia\/iberamia2024\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.iberamia.org\/iberamia\/iberamia2024\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.iberamia.org\/iberamia\/iberamia2024\/wp-json\/wp\/v2\/comments?post=441"}],"version-history":[{"count":3,"href":"https:\/\/www.iberamia.org\/iberamia\/iberamia2024\/wp-json\/wp\/v2\/pages\/441\/revisions"}],"predecessor-version":[{"id":444,"href":"https:\/\/www.iberamia.org\/iberamia\/iberamia2024\/wp-json\/wp\/v2\/pages\/441\/revisions\/444"}],"wp:attachment":[{"href":"https:\/\/www.iberamia.org\/iberamia\/iberamia2024\/wp-json\/wp\/v2\/media?parent=441"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}