Shotaro Sano

Interactive Hyperparameter Optimization with Paintable Timelines

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 where to search in the parameter space. We p…