Continual Causal Abstractions

December 23, 2022 Β· Declared Dead Β· πŸ› AAAI Bridge Program

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Authors Matej ZečeviΔ‡, Moritz Willig, Jonas Seng, Florian Peter Busch arXiv ID 2212.12575 Category cs.AI: Artificial Intelligence Citations 1 Venue AAAI Bridge Program Last Checked 4 months ago
Abstract
This short paper discusses continually updated causal abstractions as a potential direction of future research. The key idea is to revise the existing level of causal abstraction to a different level of detail that is both consistent with the history of observed data and more effective in solving a given task.
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