Efficient Hyperparameter Optimization and Infinitely Many Armed Bandits

Hyperband reinterpreted: adaptive budgets for hyperparameter search Framing and objectives At first glance this work reframes hyperparameter tuning into a decision problem that feels familiar yet subtle: it models tuning as an infinitely many armed b...