Distributed Bayesian Coresets

Author:

Omelyusik VladimirORCID,Panov MaximORCID

Publisher

Springer Nature Switzerland

Reference18 articles.

1. Alpaydin, E., Kaynak, C.: Optical Recognition of Handwritten Digits. UCI Machine Learning Repository (1998). https://doi.org/10.24432/C50P49

2. Andrieu, C., De Freitas, N., Doucet, A., Jordan, M.I.: An introduction to MCMC for machine learning. Mach. Learn. 50, 5–43 (2003)

3. Blei, D.M., Kucukelbir, A., McAuliffe, J.D.: Variational inference: a review for statisticians. J. Am. Stat. Assoc. 112(518), 859–877 (2017)

4. Campbell, T., Beronov, B.: Sparse variational inference: Bayesian coresets from scratch. Adv. Neural. Inf. Process. Syst. 32, 11461–11472 (2019)

5. Campbell, T., Broderick, T.: Bayesian coreset construction via greedy iterative geodesic ascent. In: International Conference on Machine Learning, pp. 698–706. PMLR (2018)

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