Efficient first-order algorithms for large-scale, non-smooth maximum entropy models with application to wildfire science

Gabriel P. Langlois, Jatan Buch, Jérôme Darbon

Maximum entropy (Maxent) models are a class of statistical models that use the maximum entropy principle to estimate probability distributions from data. Due to the size of modern…