Importance Sampling Optimization with Laplace Principle

Radu-Alexandru Dragomir, François Portier, Victor Priser

Grid search and random search are widely used techniques for hyperparameter tuning in machine learning, especially when gradient information is unavailable. In these methods, a fin…