Causal Artificial Intelligence [Free Textbook]

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malshe · 32m ago

Causal Artificial Intelligence: A Roadmap for Building Causally Intelligent Systems

Author: Elias Bareinboim

This textbook offers a comprehensive treatment of the principles, algorithms, and tools necessary for building causally intelligent systems. It bridges probability theory, causal inference, machine learning, and decision-making under uncertainty, providing a unified roadmap for addressing fundamental challenges in modern AI, including safety, generalization, robustness, and explainability.

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Causal Artificial Intelligence [Free Textbook]

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