This video explains the Population Based Training algorithm developed by DeepMind. This algorithm (similar to genetic algorithms) jointly optimizes the parameters and hyperparameters of a Deep Neural Network. The algorithm was applied to Data Augmentation achieving similar results to a computationally exhaustive Reinforcement Learning search technique known as AutoAugment. Thank you for watching! Please Subscribe!
Paper Links:
https://arxiv.org/abs/1711.09846
https://arxiv.org/abs/1905.05393
