Mastakouri, Atalanti A.

6 publications

CLeaR 2025 Beyond Single-Feature Importance with ICECREAM Michael Oesterle, Patrick Blöbaum, Atalanti A. Mastakouri, Elke Kirschbaum

ICLR 2025 QA-Calibration of Language Model Confidence Scores Putra Manggala, Atalanti A. Mastakouri, Elke Kirschbaum, Shiva Kasiviswanathan, Aaditya Ramdas

MLOSS 2024 DoWhy-GCM: An Extension of DoWhy for Causal Inference in Graphical Causal Models Patrick Blöbaum, Peter Götz, Kailash Budhathoki, Atalanti A. Mastakouri, Dominik Janzing

AISTATS 2024 Quantifying Intrinsic Causal Contributions via Structure Preserving Interventions Dominik Janzing, Patrick Blöbaum, Atalanti A Mastakouri, Philipp M Faller, Lenon Minorics, Kailash Budhathoki

AISTATS 2024 Self-Compatibility: Evaluating Causal Discovery Without Ground Truth Philipp M. Faller, Leena C. Vankadara, Atalanti A. Mastakouri, Francesco Locatello, Dominik Janzing

ICML 2021 Necessary and Sufficient Conditions for Causal Feature Selection in Time Series with Latent Common Causes Atalanti A Mastakouri, Bernhard Schölkopf, Dominik Janzing