The Seven Tools of Causal Inference, with Reflections on Machine Learning
The kind of causal inference seen in natural human thought can be "algorithmitized" to help produce human-level machine intelligence.
Judea Pearl
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Technical Perspective: Belief Propagation
Nearly every modern tracking system is based on the seminal work of Rudolf Kalman who developed the optimal fusion algorithm for linear dynamics under Gaussian noise.
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