Dear Colleague, We welcome you to contribute to the second International AIxIA Workshop on Causality, Causal-ITALY https://causalitaly.github.io .
EXTENDED Submission deadline: 30th September 2022, Anywhere on Earth Causal-ITALY aims at bringing together researchers and practitioners in artificial intelligence, logic, and philosophy of science, for informal discussions and community building with a dedicated focus on methods and trends emerging from the study of causality. This is in conjunction with the Italian Conference on Artificial Intelligence, AIxIA. For details on conference participation, registration, venue, please visit https://aixia2022.uniud.it/ . 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 at https://causalitaly.github.io/formatting-guidelines.zip . 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 at https://easychair.org/conferences/?conf=causalitaly2022 . All submissions will receive a light-touch peer-review by experts based on significance, clarity, and expected contribution to the academic discussions at the workshop. 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 EXTENDED Submission deadline: 30th September 2022, Anywhere on Earth EXTENDED Notification of acceptance: 28th October 2022 Camera-ready: 21st November 2022 Please do not hesitate to contact us if you have any questions. Best wishes, Causal-ITALY 2022 Chairs Francesco Amigoni <francesco.amig...@polimi.it> Federico Cerutti <federico.ceru...@unibs.it> Letizia Tanca <letizia.ta...@polimi.it> -- Informativa sulla Privacy: https://www.unibs.it/it/node/1452 <https://www.unibs.it/it/node/1452> _______________________________________________ uai mailing list uai@engr.orst.edu https://it.engineering.oregonstate.edu/mailman/listinfo/uai
