Hyperparameter Optimization through Neural Network Partitioning

Bruno Mlodozeniec, Matthias Reisser, Christos Louizos

Well-tuned hyperparameters are crucial for obtaining good generalization behavior in neural networks. They can enforce appropriate inductive biases, regularize the model and improv…