Sparse Variational Inference for Generalized GP Models

By Rishit Sheth, Bernie Wang, Roni Khardon. 2015

28 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Thang D. Bui
2. Richard E. Turner
3. Cuong V Nguyen
4. Yarin Gal
5. Yoshua Bengio
6. Siddharth Swaroop
7. Fei Ye
8. Michalis K. Titsias

Citations in the corpus

• Functional Regularisation for Continual Learning using Gaussian Processes (2019, background): “This ELBO is generally written in the form (Hensman et al., 2013; Lloyd et al., 2015; Dezfouli & Bonilla, 2015; Hensman et al., 2015; Sheth et al., 2015),”
• Partitioned Variational Inference: A unified framework encompassing federated and continual learning (2018, background): “…Nguyen et al., 2018]; global VI [Sato, 2001, Hensman et al., 2012, Hoffman et al., 2013, Salimans and Knowles, 2013, Sheth and Khardon, 2016a, Sheth et al., 2015, Sheth and Khardon, 2016b]; local VI [Knowles and Minka, 2011, Wand, 2014, Khan and Lin, 2018]; power EP and related algorithms…”