Reducing The Search Space For Hyperparameter Optimization Using Group Sparsity

Minsu Cho, Chinmay Hegde

We propose a new algorithm for hyperparameter selection in machine learning algorithms. The algorithm is a novel modification of Harmonica, a spectral hyperparameter selection appr…