Atalanti-Anastasia Mastakouri

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Conditional Independence

Causal Inferences

Directed Acyclic Graph

Top Venues

Publications

Philipp Michael Faller, Leena C. Vankadara, Atalanti-Anastasia Mastakouri, Francesco Locatello, Dominik Janzing
Self-Compatibility: Evaluating Causal Discovery without Ground Truth. AISTATS (2024)
Dominik Janzing, Patrick Blöbaum, Atalanti-Anastasia Mastakouri, Philipp Michael Faller, Lenon Minorics, Kailash Budhathoki
Quantifying intrinsic causal contributions via structure preserving interventions. AISTATS (2024)
Numair Sani, Atalanti-Anastasia Mastakouri
Tightening Bounds on Probabilities of Causation By Merging Datasets. CoRR (2023)
Francesco Montagna, Atalanti-Anastasia Mastakouri, Elias Eulig, Nicoletta Noceti, Lorenzo Rosasco, Dominik Janzing, Bryon Aragam, Francesco Locatello
Assumption violations in causal discovery and the robustness of score matching. CoRR (2023)
Bijan Mazaheri, Atalanti-Anastasia Mastakouri, Dominik Janzing, Mila Hardt
Causal Information Splitting: Engineering Proxy Features for Robustness to Distribution Shifts. CoRR (2023)
Michael Oesterle, Patrick Blöbaum, Atalanti-Anastasia Mastakouri, Elke Kirschbaum
Beyond Single-Feature Importance with ICECREAM. CoRR (2023)
Bijan Mazaheri, Atalanti-Anastasia Mastakouri, Dominik Janzing, Michaela Hardt
Causal information splitting: Engineering proxy features for robustness to distribution shifts. UAI (2023)
Elias Eulig, Atalanti-Anastasia Mastakouri, Patrick Blöbaum, Michaela Hardt, Dominik Janzing
Toward Falsifying Causal Graphs Using a Permutation-Based Test. CoRR (2023)
Francesco Montagna, Atalanti-Anastasia Mastakouri, Elias Eulig, Nicoletta Noceti, Lorenzo Rosasco, Dominik Janzing, Bryon Aragam, Francesco Locatello
Assumption violations in causal discovery and the robustness of score matching. NeurIPS (2023)
Numair Sani, Atalanti-Anastasia Mastakouri, Dominik Janzing
Bounding probabilities of causation through the causal marginal problem. CoRR (2023)
Philipp Michael Faller, Leena Chennuru Vankadara, Atalanti-Anastasia Mastakouri, Francesco Locatello, Dominik Janzing
Self-Compatibility: Evaluating Causal Discovery without Ground Truth. CoRR (2023)
Patrick Blöbaum, Peter Götz, Kailash Budhathoki, Atalanti-Anastasia Mastakouri, Dominik Janzing
DoWhy-GCM: An extension of DoWhy for causal inference in graphical causal models. CoRR (2022)
Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Dominik Janzing
Necessary and sufficient conditions for causal feature selection in time series with latent common causes. ICML (2021)
Atalanti-Anastasia Mastakouri, Bernhard Schölkopf
Causal analysis of Covid-19 Spread in Germany. NeurIPS (2020)
Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Dominik Janzing
Selecting causal brain features with a single conditional independence test per feature. NeurIPS (2019)
Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Moritz Grosse-Wentrup
Beta Power May Meditate the Effect of Gamma-TACS on Motor Performance. EMBC (2019)