Symbolic Discovery of Iterative Algorithms: A Continuous Latent Space Bayesian Optimization Framework

Tongjia Liu, Ilias Mitrai

In this paper, we consider the automated discovery of iterative optimization algorithms. We formulate the algorithm discovery task as a discrete optimization problem and search for…