Structured Variational Approximations with Skew Normal Decomposable Graphical Models and Implicit Copulas

Author:

Salomone Robert1,Yu Xuejun2,Nott David J.3,Kohn Robert45

Affiliation:

1. Centre for Data Science, Queensland University of Technology, Brisbane, Australia

2. Department of Statistics and Data Science, National University of Singapore, Singapore

3. Department of Statistics and Data Science and Institute of Operations Research and Analytics, National University of Singapore, Singapore

4. UNSW School of Business, School of Economics, University of New South Wales, Sydney, Australia

5. DARE: The ARC Training Centre in Data Analytics for Resources and Environments, South Eveleigh, Australia

Funder

Australian Research Council

Publisher

Informa UK Limited

Reference53 articles.

1. Ambrogioni, L., Lin, K., Fertig, E., Vikram, S., Hinne, M., Moore, D., and van Gerven, M. (2021a), “Automatic Structured Variational Inference,” in Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, volume 130 of Proceedings of Machine Learning Research, eds. A. Banerjee and K. Fukumizu, pp. 676–684.

2. Ambrogioni, L., Silvestri, G., and van Gerven, M. (2021b), “Automatic Variational Inference with Cascading Flows,” in Proceedings of the 38th International Conference on Machine Learning, volume 139 of Proceedings of Machine Learning Research, eds. M. Meila and T. Zhang, pp. 254–263, PMLR.

3. Archer E. Park I. M. Buesing L. Cunningham J. and Paninski L. (2016) “Black Box Variational Inference for State Space Models ” arXiv:1511.07367.

4. The centred parametrization for the multivariate skew-normal distribution

5. Variational Inference: A Review for Statisticians

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Variational inference based on a subclass of closed skew normals;Journal of Computational and Graphical Statistics;2024-09-12

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3