A Probabilistically Motivated Learning Rate Adaptation for Stochastic Optimization

Filip de Roos, Carl Jidling, Adrian Wills +2

Machine learning practitioners invest significant manual and computational resources in finding suitable learning rates for optimization algorithms. We provide a probabilistic moti…