no code implementations • 7 Feb 2024 • Zhongyi Hu, Robin Evans
\emph{Maximal ancestral graph} (MAGs) is a class of graphical model that extend the famous \emph{directed acyclic graph} in the presence of latent confounders.
no code implementations • 28 Feb 2022 • Jake Fawkes, Robin Evans, Dino Sejdinovic
In order to achieve this, we must have causal models that are able to capture what someone would be like if we were to counterfactually change these traits.
no code implementations • 1 Dec 2019 • Vikram Krishnamurthy, Daniel Angley, Robin Evans, William Moran
(ii) How to construct a statistical test for detecting a cognitive radar (constrained utility maximization) when we observe the radar's actions in noise or the radar observes our probe signal in noise?
no code implementations • NeurIPS 2014 • Ricardo Silva, Robin Evans
The widely used faithfulness condition of Spirtes et al. is relaxed to allow for varying degrees of "path cancellations" that imply conditional independencies but do not rule out the existence of confounding causal paths.