Atalanti-Anastasia Mastakouri

22 papers A* 6A 3Journal 11Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Beyond Single-Feature Importance with ICECREAM. CLeaR Michael Oesterle, Patrick Blöbaum, Atalanti-Anastasia Mastakouri, Elke Kirschbaum
2025	A*	`conf`	QA-Calibration of Language Model Confidence Scores. ICLR Putra Manggala, Atalanti-Anastasia Mastakouri, Elke Kirschbaum, Shiva Prasad Kasiviswanathan, Aaditya Ramdas
2025	A*	`conf`	Toward Falsifying Causal Graphs Using a Permutation-Based Test. AAAI Elias Eulig, Atalanti-Anastasia Mastakouri, Patrick Blöbaum, Michaela Hardt, Dominik Janzing
2024	J	`jnl`	DoWhy-GCM: An Extension of DoWhy for Causal Inference in Graphical Causal Models. J. Mach. Learn. Res. Patrick Blöbaum, Peter Götz, Kailash Budhathoki, Atalanti-Anastasia Mastakouri, Dominik Janzing
2024	J	`jnl`	Estimating Joint interventional distributions from marginal interventional data. CoRR Sergio Hernan Garrido Mejia, Elke Kirschbaum, Armin Kekic, Atalanti-Anastasia Mastakouri
2024	A	`conf`	Quantifying intrinsic causal contributions via structure preserving interventions. AISTATS Dominik Janzing, Patrick Blöbaum, Atalanti-Anastasia Mastakouri, Philipp Michael Faller, Lenon Minorics, Kailash Budhathoki
2024	A	`conf`	Self-Compatibility: Evaluating Causal Discovery without Ground Truth. AISTATS Philipp Michael Faller, Leena C. Vankadara, Atalanti-Anastasia Mastakouri, Francesco Locatello, Dominik Janzing
2024	J	`jnl`	β-calibration of Language Model Confidence Scores for Generative QA. CoRR Putra Manggala, Atalanti-Anastasia Mastakouri, Elke Kirschbaum, Shiva Prasad Kasiviswanathan, Aaditya Ramdas
2023	A*	`conf`	Assumption violations in causal discovery and the robustness of score matching. NeurIPS Francesco Montagna, Atalanti-Anastasia Mastakouri, Elias Eulig, Nicoletta Noceti, Lorenzo Rosasco, Dominik Janzing, Bryon Aragam, Francesco Locatello
2023	J	`jnl`	Assumption violations in causal discovery and the robustness of score matching. CoRR Francesco Montagna, Atalanti-Anastasia Mastakouri, Elias Eulig, Nicoletta Noceti, Lorenzo Rosasco, Dominik Janzing, Bryon Aragam, Francesco Locatello
2023	J	`jnl`	Beyond Single-Feature Importance with ICECREAM. CoRR Michael Oesterle, Patrick Blöbaum, Atalanti-Anastasia Mastakouri, Elke Kirschbaum
2023	J	`jnl`	Bounding probabilities of causation through the causal marginal problem. CoRR Numair Sani, Atalanti-Anastasia Mastakouri, Dominik Janzing
2023	J	`jnl`	Causal Information Splitting: Engineering Proxy Features for Robustness to Distribution Shifts. CoRR Bijan Mazaheri, Atalanti-Anastasia Mastakouri, Dominik Janzing, Mila Hardt
2023	A	`conf`	Causal information splitting: Engineering proxy features for robustness to distribution shifts. UAI Bijan Mazaheri, Atalanti-Anastasia Mastakouri, Dominik Janzing, Michaela Hardt
2023	J	`jnl`	Self-Compatibility: Evaluating Causal Discovery without Ground Truth. CoRR Philipp Michael Faller, Leena Chennuru Vankadara, Atalanti-Anastasia Mastakouri, Francesco Locatello, Dominik Janzing
2023	J	`jnl`	Tightening Bounds on Probabilities of Causation By Merging Datasets. CoRR Numair Sani, Atalanti-Anastasia Mastakouri
2023	J	`jnl`	Toward Falsifying Causal Graphs Using a Permutation-Based Test. CoRR Elias Eulig, Atalanti-Anastasia Mastakouri, Patrick Blöbaum, Michaela Hardt, Dominik Janzing
2022	J	`jnl`	DoWhy-GCM: An extension of DoWhy for causal inference in graphical causal models. CoRR Patrick Blöbaum, Peter Götz, Kailash Budhathoki, Atalanti-Anastasia Mastakouri, Dominik Janzing
2021	A*	`conf`	Necessary and sufficient conditions for causal feature selection in time series with latent common causes. ICML Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Dominik Janzing
2020	A*	`conf`	Causal analysis of Covid-19 Spread in Germany. NeurIPS Atalanti-Anastasia Mastakouri, Bernhard Schölkopf
2019	—	`conf`	Beta Power May Meditate the Effect of Gamma-TACS on Motor Performance. EMBC Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Moritz Grosse-Wentrup
2019	A*	`conf`	Selecting causal brain features with a single conditional independence test per feature. NeurIPS Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Dominik Janzing