Category: laplace-approximation

Exploring New Hyperparameter Dimensions with Laplace Approximated Bayesian Optimization Is it better than grid search? Image by author from canva When I notice my model is overfitting, I often think, “It is time to regularize”. But how do I decide which regularization method to use (L1, L2) and what parameters to choose? Typically, I perform hyperparameter optimization…