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Causal Artificial Intelligence [Free Textbook]
- malshe 1y agoCausal 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.
- MrCoffee7 1y agoThis looks like a great book but it does not discuss double machine learning and does not have an index?