Validated Variational Inference via Practical Posterior Error Bounds

Huggins, Jonathan; KASPRZAK, Mikolaj; Campbell, Trevor; Broderick Tamara

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Validated Variational Inference via Practical Posterior Error Bounds

Huggins, Jonathan; KASPRZAK, Mikolaj; Campbell, Trevor et al.

2020 • In Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS)

Peer reviewed

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https://hdl.handle.net/10993/41725

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Disciplines :

Computer science

Author, co-author :

Huggins, Jonathan; Boston University

KASPRZAK, Mikolaj ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Mathematics Research Unit

Campbell, Trevor; University of British Columbia - UBC

Broderick Tamara; Massachusetts Institute of Technology - MIT

External co-authors :

yes

Language :

English

Title :

Validated Variational Inference via Practical Posterior Error Bounds

Publication date :

June 2020

Event name :

23rd International Conference on Artificial Intelligence and Statistics (AISTATS)

Event date :

from 3-06-2020 to 5-06-2020

Audience :

International

Journal title :

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS)

Peer review/Selection committee :

Peer reviewed

Focus Area :

Computational Sciences

FnR Project :

FNR11756789 - Fluctuations Of Random Geometric Structures, 2017 (01/06/2018-30/11/2021) - Giovanni Peccati

Available on ORBilu :

since 20 January 2020

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