Nadav Barak

Approximating a Target Distribution using Weight Queries

2020 · arXiv (Cornell University)

We consider a novel challenge: approximating a distribution without the ability to randomly sample from that distribution. We study how such an approximation can be obtained using *weight queries*. Given some data set of examples, …