Training Products of Experts by Maximizing Contrastive Likelihood

By Geoffrey E. Hinton. 1999

How researchers see this paper

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

1. Andreas C. Damianou
2. Neil D. Lawrence
3. James Hensman
4. Kyunghyun Cho
5. Yarin Gal
6. Zoubin Ghahramani
7. Andrew Gordon Wilson
8. Greg Yang

Citations in the corpus

• Deep Gaussian Processes (2012, background): “…going back to the future: BMs rose to prominence in the early 1980s, but the practical implications associated with their training led to their neglect until families of algorithms were developed for the RBM model with its reintroduction as a product of experts in the late nineties [Hinton, 1999].”