Fast mixing Markov chains for strongly rayleigh measures, DPPs, and constrained sampling

We study probability measures induced by set functions with constraints. Such measures arise in a variety of real-world settings, where prior knowledge, resource limitations, or other pragmatic considerations impose constraints. We consider the task of rapidly sampling from such constrained measures...

Full description

Bibliographic Details
Main Authors: Li, Chengtao (Author), Jegelka, Stefanie Sabrina (Author), Sra, Suvrit (Author)
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Morgan Kaufmann Publishers, 2021-01-07T21:20:20Z.
Subjects:
Online Access:Get fulltext