Takeo Igarashi

Interactive Hyperparameter Optimization with Paintable Timelines

2021

We propose a method to integrate more interactivity into automatic hyperparameter optimization systems to leverage the user’s prior knowledge on parameter distribution. In our method, the user continuously observes automatic optimization’s progress and dynamically specifies …