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self-attention

Practical causal ordering: Why weighted-Directed Acyclic Graphs (DAGs) are powerful for causal inference?

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Preamble Fractal Tree (Wikipedia)A quiet causal inference revolution is underway in industry. We see immense success of transformers deep learning architectures. However their success should also be attributed to causal modelling. Large Language Models (LLMs), specially closed-sourced ones,...