Jeremiah Liu. Variable Selection with Rigorous Uncertainty Quantification using Deep Bayesian Neural Networks: Posterior Concentration and Bernstein-von Mises Phenomenon. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 3124-3132, PMLR, 2021. [doi]
@inproceedings{Liu21-28,
title = {Variable Selection with Rigorous Uncertainty Quantification using Deep Bayesian Neural Networks: Posterior Concentration and Bernstein-von Mises Phenomenon},
author = {Jeremiah Liu},
year = {2021},
url = {http://proceedings.mlr.press/v130/liu21g.html},
researchr = {https://researchr.org/publication/Liu21-28},
cites = {0},
citedby = {0},
pages = {3124-3132},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event},
editor = {Arindam Banerjee 0001 and Kenji Fukumizu},
volume = {130},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}