Optimizing Hyperparameters with Conformal Quantile Regression

David Salinas, Jacek Golebiowski, Aaron Klein +2

Many state-of-the-art hyperparameter optimization (HPO) algorithms rely on model-based optimizers that learn surrogate models of the target function to guide the search. Gaussian p…