Latent-Space Variational Bayes
By JaeMo Sung, Zoubin Ghahramani, Sung Yang Bang. 2008
36 citations recorded by the source corpus.
Subfields: Artificial Intelligence, Statistics and Probability
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Artificial Intelligence
- Stephan Mandt
- David M. Blei
- Hedvig Kjellström
- Cheng Zhang
- Judith Bütepage
- Alp Kucukelbir
- Jon D. McAuliffe
- Neil D. Lawrence
In Statistics and Probability
- Stephan Mandt
- Hedvig Kjellström
- Cheng Zhang
- Judith Bütepage
- James Hensman
- Alp Kucukelbir
- Neil D. Lawrence
- Jon D. McAuliffe
Citations in the corpus
- Variational Inference: A Review for Statisticians (2016, background): “It has been developed for the same class of models described here (Sung et al., 2008; Hensman et al., 2012).”
- Fast Variational Inference in the Conjugate Exponential Family (2012, methodology): “A popular solution [King and Lawrence, 2006, Teh et al., 2007, Kurihara et al., 2007, Sung et al., 2008, Lázaro-Gredilla and Titsias, 2011, Lázaro-Gredilla et al., 2011] is to marginalize analytically a portion of the variational approximating distribution, removing this from the optimization.”
- Advances in Variational Inference (2017, background): “(CVI) relies on the idea of analytically integrating out certain model parameters [64], [83], [94], [97], [182], [188], [197].”