Connectionists: [CFP] UAI 2025 Workshop on Causal Abstractions and Representations

[Fabio Massimo Zennaro]

🔊 Call for Papers – CAR Workshop @ UAI 2025 - Rio de Janeiro, Brazil 🏖️
🇧🇷

Are you pushing the boundaries of causal abstractions, causal
representation learning, or clustered causal graphs? Share your insights at
CAR 2025! We welcome any contributions on ongoing research at the interface
of causal abstractions, causal representations learning, multi-scale causal
systems, including but not limited to:

   -

   Causal Abstraction
   -

   Cluster and Multivariate DAGs
   -

   Causal Representation Learning


In particular,  we invite works that define novel  frameworks, tasks,
methodologies, and real-world applications, to name a few. Further, we
welcome position papers on related arguments, such as critical perspectives
on the pragmatic usability of causal abstraction and representational
learning, connections between causal abstraction and representational
learning and multivariate causal inference, development of benchmarks and
evaluation metrics.


Why Submit?

- Present your work to experts in causality & AI

- Get valuable feedback on work-in-progress

- Accepted papers will be presented as posters, with some selected for
contributed talks.


Important Dates

- Submission Deadline: May 26, 2025 (AoE)

- Acceptance Notification: June 18, 2025

- Workshop Date: July 25, 2025


🔗 Learn more & submit: https://sites.google.com/view/car-25/
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