Donghee Hong

HyPockeTuner: Bringing Hyperparameter Optimization to Mobile Devices

Hyperparameter optimization (HPO) is a long-running process that can span hours or even days. While recent Human-in-the-Loop HPO systems enable monitoring and steering of the process, they are typically designed for desktop environments, which limits their effectiveness in managing prolonged experiments in practice. T…