NeurIPS 2019poster65 citations
Exact sampling of determinantal point processes with sublinear time preprocessing
Michal Derezinski, Daniele Calandriello, Michal Valko
Abstract
We study the complexity of sampling from a distribution over all index subsets of the set {1, ..., n} with the probability of a subset S proportional to the determinant of the submatrix L
BibTeX
@inproceedings{NEURIPS2019_fa3060ed,
author = {Derezinski, Michal and Calandriello, Daniele and Valko, Michal},
booktitle = {Advances in Neural Information Processing Systems},
editor = {H. Wallach and H. Larochelle and A. Beygelzimer and F. d\textquotesingle Alch\'{e}-Buc and E. Fox and R. Garnett},
pages = {},
publisher = {Curran Associates, Inc.},
title = {Exact sampling of determinantal point processes with sublinear time preprocessing},
url = {https://proceedings.neurips.cc/paper_files/paper/2019/file/fa3060edb66e6ff4507886f9912e1ab9-Paper.pdf},
volume = {32},
year = {2019}
}