Dear Colleague, We welcome you to contribute to the first International AIxIA Workshop on Causality, Causal-ITALY https://causalitaly.github.io .
Submission deadline: 24th September 2021, Anywhere on Earth. Causal-ITALY aims at bringing together researchers and practitioners in artificial intelligence, logic, and philosophy of science, with a dedicated focus on methods and trends emerging from the study of causality. The workshop will take place on 29 or 30 November 2021in conjunction with the Italian Conference on Artificial Intelligence, AIxIA. For details on conference participation, registration, venue, please visit https://aixia2021.disco.unimib.it/ . We are currently envisaging a hybrid format: further details will be announced closer to the event. We welcome the submission of papers on systems, tools, and applications of artificial intelligence methods for causal learning and reasoning, both logic-based and statistical. We encourage submissions presenting recent developments, including works in progress, as well as short summaries of recently published papers. Papers will be collected in informal, non-archival proceedings. ## Topics of interest include, but are not limited to: Causal discovery in complex environments and in real-world Efficient causal discovery in large-scale databases Causal effect identification and estimation Causally-enriched reinforcement learning and active learning Disentanglement, representation learning, and developing safe AI from a causal perspective Modelling causal theories Causality, temporal reasoning and action theories Causality and counterfactual reasoning Causality, learning and experimental design Causality and probability Causality and equivalence Causality and ontology Relating non-monotonic approaches and Causal Networks Challenging problems and benchmark examples Tools, systems and applications dealing with causality ## Submission details Kindly ensure that your paper is written in English and formatted using the guidelines you find here. Long papers are limited to 7 pages including references. Short papers—including works in progress and summaries of recently published papers—should be between 2 and 4 pages including references. All papers must be submitted online via EasyChair submission portal of AIxIA conference https://easychair.org/conferences/?conf=aixia2021 selecting “Workshop on Causality Causal-ITALY” as Track. All submissions will be thoroughly peer-reviewed by experts based on originality, significance and clarity. Causal-Italy is a specialized workshop without archival proceedings, and no proceedings available on the web. As such, many conferences accept duplicate submissions. We encourage the authors to carefully examine the policy of the conference/journal they intend to submit their work to before submitting their paper to Causal-Italy. ## Important dates Submission deadline: 24th September 2021, Anywhere on Earth Notification of acceptance: 8th November 2021 Camera ready: 22nd November 2021 Workshop: 29th or 30th November 2021 TBD Please do not hesitate to contact us if you have any questions. Best wishes, Causal-ITALY Workshop Chairs Francesco Amigoni <francesco.amig...@polimi.it> Federico Cerutti <federico.ceru...@unibs.it> -- Informativa sulla Privacy: http://www.unibs.it/node/8155 <http://www.unibs.it/node/8155>
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