13 citations · 25 across the 2 of their papers we have counts for
2 papers
cs.LG2012★ 12 cited
Counterfactual Reasoning and Learning Systems
Léon Bottou, Jonas Peters, Joaquin Quiñonero-Candela +6
This work shows how to leverage causal inference to understand the behavior of complex learning systems interacting with their environment and predict the consequences of changes t…
cs.LG2012★ 13 cited
Variable noise and dimensionality reduction for sparse Gaussian processes
Edward Snelson, Zoubin Ghahramani
The sparse pseudo-input Gaussian process (SPGP) is a new approximation method for speeding up GP regression in the case of a large number of data points N. The approximation is con…