Mahdi S. Hosseini

Towards Robust and Automatic Hyper-Parameter Tunning

2021 · ArXiv.org

The task of hyper-parameter optimization (HPO) is burdened with heavy computational costs due to the intractability of optimizing both a model's weights and its hyper-parameters simultaneously. In this work, we introduce a new class of …