Gaussian Process Preference Elicitation

By Edwin V. Bonilla, Shengbo Guo, Scott Sanner. 2010

96 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. Mauricio A Álvarez
2. Lorenzo Rosasco
3. Neil D. Lawrence
4. Luisa M. Zintgraf
5. Yanshuai Cao
6. Haitao Liu
7. Luyu Wang
8. Ann Nowé

Citations in the corpus

• Kernels for Vector-Valued Functions: a Review (2011, methodology): “The authors of [11] use the ICM for preference elicitation, where a user is prompted to solve simple queries in order to receive a recommendation.”
• Restricted Boltzmann machines modeling human choice (2014, background): “, the models of [3, 7]), none of the typical choice phenomena can be represented [18].”
• Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making (2018, background): “[22] who, for a new user, use an informed GP prior inferred from other.”
• Automatic Selection of t-SNE Perplexity (2017, methodology): “We use the same likelihood and Laplace approximate inference as Guo et al. (2010).”