Personalized brain-computer interface models for motor rehabilitation. - Anastasia-Atalanti Mastakouri; Sebastian Weichwald; Ozan Özdenizci; Timm Meyer; Bernhard Schölkopf; Moritz Grosse-Wentrup (SMC, 2017)

Beta Power May Meditate the Effect of Gamma-TACS on Motor Performance. - Atalanti-Anastasia Mastakouri; Bernhard Schölkopf; Moritz Grosse-Wentrup (EMBC, 2019)

Selecting causal brain features with a single conditional independence test per feature. - Atalanti-Anastasia Mastakouri; Bernhard Schölkopf; Dominik Janzing (NeurIPS, 2019)

Causal analysis of Covid-19 Spread in Germany. - Atalanti-Anastasia Mastakouri; Bernhard Schölkopf (NeurIPS, 2020)

Necessary and sufficient conditions for causal feature selection in time series with latent common causes. - Atalanti-Anastasia Mastakouri; Bernhard Schölkopf; Dominik Janzing (ICML, 2021)

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 (NeurIPS, 2023)

Causal information splitting: Engineering proxy features for robustness to distribution shifts. - Bijan Mazaheri; Atalanti-Anastasia Mastakouri; Dominik Janzing; Michaela Hardt (UAI, 2023)

Bounding probabilities of causation through the causal marginal problem. - Numair Sani; Atalanti-Anastasia Mastakouri; Dominik Janzing (CoRR, 2023)

Tightening Bounds on Probabilities of Causation By Merging Datasets. - Numair Sani; Atalanti-Anastasia Mastakouri (CoRR, 2023)

Self-Compatibility: Evaluating Causal Discovery without Ground Truth. - Philipp Michael Faller; Leena C. Vankadara; Atalanti-Anastasia Mastakouri; Francesco Locatello; Dominik Janzing (AISTATS, 2024)

Quantifying intrinsic causal contributions via structure preserving interventions. - Dominik Janzing; Patrick Blöbaum; Atalanti-Anastasia Mastakouri; Philipp Michael Faller; Lenon Minorics; Kailash Budhathoki (AISTATS, 2024)

Estimating Joint interventional distributions from marginal interventional data. - Sergio Hernan Garrido Mejia; Elke Kirschbaum; Armin Kekic; Atalanti-Anastasia Mastakouri (CoRR, 2024)

β-calibration of Language Model Confidence Scores for Generative QA. - Putra Manggala; Atalanti-Anastasia Mastakouri; Elke Kirschbaum; Shiva Prasad Kasiviswanathan; Aaditya Ramdas (CoRR, 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)

Toward Falsifying Causal Graphs Using a Permutation-Based Test. - Elias Eulig; Atalanti-Anastasia Mastakouri; Patrick Blöbaum; Michaela Hardt; Dominik Janzing (AAAI, 2025)

Beyond Single-Feature Importance with ICECREAM. - Michael Oesterle; Patrick Blöbaum; Atalanti-Anastasia Mastakouri; Elke Kirschbaum (CLeaR, 2025)

QA-Calibration of Language Model Confidence Scores. - Putra Manggala; Atalanti-Anastasia Mastakouri; Elke Kirschbaum; Shiva Prasad Kasiviswanathan; Aaditya Ramdas (ICLR, 2025)