Atalanti-Anastasia Mastakouri

According to our database, Atalanti-Anastasia Mastakouri authored at least 15 papers between 2017 and 2024.

Collaborative distances:

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

2024

DoWhy-GCM: An Extension of DoWhy for Causal Inference in Graphical Causal Models.

Patrick Blöbaum, Peter Götz, Kailash Budhathoki, Atalanti-Anastasia Mastakouri, Dominik Janzing

J. Mach. Learn. Res., 2024

Estimating Joint interventional distributions from marginal interventional data.

Sergio Hernan Garrido Mejia, Elke Kirschbaum, Armin Kekic, Atalanti-Anastasia Mastakouri

CoRR, 2024

Quantifying intrinsic causal contributions via structure preserving interventions.

Dominik Janzing, Patrick Blöbaum, Atalanti-Anastasia Mastakouri, Philipp Michael Faller, Lenon Minorics, Kailash Budhathoki

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

Self-Compatibility: Evaluating Causal Discovery without Ground Truth.

Philipp Michael Faller, Leena C. Vankadara, Atalanti-Anastasia Mastakouri, Francesco Locatello, Dominik Janzing

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Tightening Bounds on Probabilities of Causation By Merging Datasets.

Numair Sani, Atalanti-Anastasia Mastakouri

CoRR, 2023

Beyond Single-Feature Importance with ICECREAM.

Michael Oesterle, Patrick Blöbaum, Atalanti-Anastasia Mastakouri, Elke Kirschbaum

CoRR, 2023

Toward Falsifying Causal Graphs Using a Permutation-Based Test.

Elias Eulig, Atalanti-Anastasia Mastakouri, Patrick Blöbaum, Michaela Hardt, Dominik Janzing

CoRR, 2023

Bounding probabilities of causation through the causal marginal problem.

Numair Sani, Atalanti-Anastasia Mastakouri, Dominik Janzing

CoRR, 2023

Causal information splitting: Engineering proxy features for robustness to distribution shifts.

Bijan Mazaheri, Atalanti-Anastasia Mastakouri, Dominik Janzing, Michaela Hardt

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Assumption violations in causal discovery and the robustness of score matching.

Francesco Montagna, Atalanti-Anastasia Mastakouri, Elias Eulig, Nicoletta Noceti, Lorenzo Rosasco, Dominik Janzing, Bryon Aragam, Francesco Locatello

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

Necessary and sufficient conditions for causal feature selection in time series with latent common causes.

Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Dominik Janzing

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Causal analysis of Covid-19 Spread in Germany.

Atalanti-Anastasia Mastakouri, Bernhard Schölkopf

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Selecting causal brain features with a single conditional independence test per feature.

Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Dominik Janzing

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Beta Power May Meditate the Effect of Gamma-TACS on Motor Performance.

Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Moritz Grosse-Wentrup

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2017

Personalized brain-computer interface models for motor rehabilitation.

Anastasia-Atalanti Mastakouri, Sebastian Weichwald, Ozan Özdenizci, Timm Meyer, Bernhard Schölkopf, Moritz Grosse-Wentrup

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017