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Metaheurestics? I always thought it's similar to "I don't know how many neurons to put in the hidden layer... and I also don't know how many hidden layers I nee
by eurekin 1y ago
Metaheurestics? I always thought it's similar to "I don't know how many neurons to put in the hidden layer... and I also don't know how many hidden layers I need, so, let's make it a part of the optimisation problem to find out on it's own".
- PeterStuer 1y agoThat is usually called Hyperparameter tuning.
- benterix 1y agoAs for hyperparameter tuning, the existing solutions such as Optuna or Katib (in KubeFlow) also use metaheuristics, e.g. CMA-ES.