Eleni Sgouritsa

According to our database, Eleni Sgouritsa authored at least 10 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch.

Virginia Aglietti, Ira Ktena, Jessica Schrouff, Eleni Sgouritsa, Francisco J. R. Ruiz, Alan Malek, Alexis Bellot, Silvia Chiappa

CoRR, 2024

2017

Causal Discovery Beyond Conditional Independences.

Eleni Sgouritsa

PhD thesis, 2017

2015

Inference of Cause and Effect with Unsupervised Inverse Regression.

Eleni Sgouritsa, Dominik Janzing, Philipp Hennig, Bernhard Schölkopf

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Consistency of Causal Inference under the Additive Noise Model.

Samory Kpotufe, Eleni Sgouritsa, Dominik Janzing, Bernhard Schölkopf

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Identifying Finite Mixtures of Nonparametric Product Distributions and Causal Inference of Confounders.

Eleni Sgouritsa, Dominik Janzing, Jonas Peters, Bernhard Schölkopf

Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence, 2013

Semi-supervised Learning in Causal and Anticausal Settings.

Bernhard Schölkopf, Dominik Janzing, Jonas Peters, Eleni Sgouritsa, Kun Zhang, Joris M. Mooij

Proceedings of the Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik, 2013

2012

On causal and anticausal learning.

Bernhard Schölkopf, Dominik Janzing, Jonas Peters, Eleni Sgouritsa, Kun Zhang, Joris M. Mooij

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

Detecting low-complexity unobserved causes.

Dominik Janzing, Eleni Sgouritsa, Oliver Stegle, Jonas Peters, Bernhard Schölkopf

Proceedings of the UAI 2011, 2011

2010

Computer-aided planning for endovascular treatment of intracranial aneurysms (CAPETA).

Ashraf Mohamed, Eleni Sgouritsa, Hesham Morsi, Hashem Shaltoni, Michel E. Mawad, Ioannis A. Kakadiaris

Proceedings of the Medical Imaging 2010: Visualization, 2010

Neck localization and geometry quantification of intracranial aneurysms.

Eleni Sgouritsa, Ashraf Mohamed, Hesham Morsi, Hashem Shaltoni, Michel E. Mawad, Ioannis A. Kakadiaris

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010