Efficient Stochastic Optimisation via Sequential Monte Carlo

James Cuin, Davide Carbone, Yanbo Tang +1

The problem of optimising functions with intractable gradients frequently arises in machine learning and statistics, ranging from maximum marginal likelihood estimation procedures…