[PlanetKR] CFP Causal-ITALY 2022 International AIxIA Workshop on Causality, Deadline 23rd September 2022

[Federico CERUTTI]

Dear Colleague,

We welcome you to contribute to the second International AIxIA
Workshop on Causality, Causal-ITALY https://causalitaly.github.io .

Submission deadline: 23rd 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
Submission deadline: 23rd September 2022, Anywhere on Earth
Notification of acceptance: 21st 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.amigoni at polimi.it>
Federico Cerutti <federico.cerutti at unibs.it>
Letizia Tanca <letizia.tanca at polimi.it>

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