An LP-based hyperparameter optimization model for language modeling

Amir Hossein Akhavan Rahnama, Mehdi Toloo, Nezer Jacob Zaidenberg

In order to find hyperparameters for a machine learning model, algorithms such as grid search or random search are used over the space of possible values of the models hyperparamet…