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Mixture Of Experts - What is the hierarchical mixture of experts?


One way to think about Hierarchical Mixture of Experts (HME) is as a decision tree that uses probabilities. The job is divided into smaller, overlapping tasks using soft splits of the input feature space at the internal nodes. Expert networks are then used to solve these tasks at the tree's terminals.