Time-dependent density estimation using binary classifiers

Agnimitra Dasgupta, Javier Murgoitio-Esandi, Ali Fardisi +1

We propose a data-driven method to learn the time-dependent probability density of a multivariate stochastic process from sample paths, assuming that the initial probability densit…