Bayesian Optimization, Machine Learning, AI, Hyperparameter Tuning.
It’s particularly useful in scenarios where the evaluation of the function takes a long time, such as tuning hyperparameters for machine learning models. Bayesian optimization works by building a probabilistic model that maps input parameters to a probability distribution of possible outcomes. This