Eleni Sgouritsa

On causal and anticausal learning

Dominik Janzing, Jonas Peters, Eleni Sgouritsa et al. · International Conference on Machine Learning · 2012 · 228 citations

Engineering, Machine Learning, Cognition +19

On Causal and Anticausal Learning

Bernhard Schoelkopf, Dominik Janzing, Jonas Peters et al. · arXiv (Cornell University) · 2012 · 127 citations · Full text

Engineering, Machine Learning, Cognition +19

Inference of Cause and Effect with Unsupervised Inverse Regression

Eleni Sgouritsa, Dominik Janzing, Philipp Hennig et al. · MPG.PuRe (Max Planck Society) · 2015 · 41 citations

Causal Model, Engineering, Data Science +13

Consistency of Causal Inference under the Additive Noise Model

Samory Kpotufe, Eleni Sgouritsa, Dominik Janzing et al. · arXiv (Cornell University) · 2013 · 27 citations · Full text

Economics, Estimation Statistic, Statistical Causal Inference +11

Detecting low-complexity unobserved causes

Dominik Janzing, Eleni Sgouritsa, Oliver Stegle et al. · arXiv (Cornell University) · 2012 · 13 citations · Full text