Sgouritsa, Eleni

6 publications

ICML 2025 FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch Virginia Aglietti, Ira Ktena, Jessica Schrouff, Eleni Sgouritsa, Francisco Ruiz, Alan Malek, Alexis Bellot, Silvia Chiappa

AISTATS 2015 Inference of Cause and Effect with Unsupervised Inverse Regression Eleni Sgouritsa, Dominik Janzing, Philipp Hennig, Bernhard Schölkopf

ICML 2014 Consistency of Causal Inference Under the Additive Noise Model Samory Kpotufe, Eleni Sgouritsa, Dominik Janzing, Bernhard Schölkopf

UAI 2013 Identifying Finite Mixtures of Nonparametric Product Distributions and Causal Inference of Confounders Eleni Sgouritsa, Dominik Janzing, Jonas Peters, Bernhard Schölkopf

ICML 2012 On Causal and Anticausal Learning Bernhard Schölkopf, Dominik Janzing, Jonas Peters, Eleni Sgouritsa, Kun Zhang, Joris M. Mooij

UAI 2011 Detecting Low-Complexity Unobserved Causes Dominik Janzing, Eleni Sgouritsa, Oliver Stegle, Jonas Peters, Bernhard Schölkopf