Importance Sampling with LSTM Networks

Supervised by Prof. Keith Ross

This project incorporates machine learning and statistics. Basically, I train an LSTM network, treat it as an importance sampling distribution, and use the distribution to estimate multidimensional sums and integrals.

This project is my senior project, and we have some satisfying preliminary results. But this is still a work in progress, so check back for updates!