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2020 – today
- 2024
[j1]Patrick Blöbaum, Peter Götz, Kailash Budhathoki, Atalanti-Anastasia Mastakouri, Dominik Janzing:
DoWhy-GCM: An Extension of DoWhy for Causal Inference in Graphical Causal Models. J. Mach. Learn. Res. 25: 147:1-147:7 (2024)- [c9]Dominik Janzing, Patrick Blöbaum, Atalanti-Anastasia Mastakouri, Philipp Michael Faller, Lenon Minorics, Kailash Budhathoki:
Quantifying intrinsic causal contributions via structure preserving interventions. AISTATS 2024: 2188-2196 - [c8]Philipp Michael Faller, Leena C. Vankadara, Atalanti-Anastasia Mastakouri, Francesco Locatello, Dominik Janzing:
Self-Compatibility: Evaluating Causal Discovery without Ground Truth. AISTATS 2024: 4132-4140 - [i10]Sergio Hernan Garrido Mejia, Elke Kirschbaum, Armin Kekic, Atalanti-Anastasia Mastakouri:
Estimating Joint interventional distributions from marginal interventional data. CoRR abs/2409.01794 (2024) - 2023
- [c7]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 - [c6]Bijan Mazaheri, Atalanti-Anastasia Mastakouri, Dominik Janzing, Michaela Hardt:
Causal information splitting: Engineering proxy features for robustness to distribution shifts. UAI 2023: 1401-1411 - [i9]Numair Sani, Atalanti-Anastasia Mastakouri, Dominik Janzing:
Bounding probabilities of causation through the causal marginal problem. CoRR abs/2304.02023 (2023) - [i8]Bijan Mazaheri, Atalanti-Anastasia Mastakouri, Dominik Janzing, Mila Hardt:
Causal Information Splitting: Engineering Proxy Features for Robustness to Distribution Shifts. CoRR abs/2305.05832 (2023) - [i7]Elias Eulig, Atalanti-Anastasia Mastakouri, Patrick Blöbaum, Michaela Hardt, Dominik Janzing:
Toward Falsifying Causal Graphs Using a Permutation-Based Test. CoRR abs/2305.09565 (2023) - [i6]Philipp Michael Faller, Leena Chennuru Vankadara, Atalanti-Anastasia Mastakouri, Francesco Locatello, Dominik Janzing:
Self-Compatibility: Evaluating Causal Discovery without Ground Truth. CoRR abs/2307.09552 (2023) - [i5]Michael Oesterle, Patrick Blöbaum, Atalanti-Anastasia Mastakouri, Elke Kirschbaum:
Beyond Single-Feature Importance with ICECREAM. CoRR abs/2307.09779 (2023) - [i4]Numair Sani, Atalanti-Anastasia Mastakouri:
Tightening Bounds on Probabilities of Causation By Merging Datasets. CoRR abs/2310.08406 (2023) - [i3]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 abs/2310.13387 (2023) - 2022
- [i2]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 abs/2206.06821 (2022) - 2021
- [c5]Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Dominik Janzing:
Necessary and sufficient conditions for causal feature selection in time series with latent common causes. ICML 2021: 7502-7511 - 2020
- [c4]Atalanti-Anastasia Mastakouri, Bernhard Schölkopf:
Causal analysis of Covid-19 Spread in Germany. NeurIPS 2020
2010 – 2019
- 2019
- [c3]Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Moritz Grosse-Wentrup
:
Beta Power May Meditate the Effect of Gamma-TACS on Motor Performance. EMBC 2019: 5902-5908 - [c2]Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Dominik Janzing:
Selecting causal brain features with a single conditional independence test per feature. NeurIPS 2019: 12532-12543 - 2017
- [c1]Anastasia-Atalanti Mastakouri, Sebastian Weichwald, Ozan Özdenizci, Timm Meyer, Bernhard Schölkopf, Moritz Grosse-Wentrup:
Personalized brain-computer interface models for motor rehabilitation. SMC 2017: 3024-3029 - [i1]Anastasia-Atalanti Mastakouri, Sebastian Weichwald, Ozan Özdenizci, Timm Meyer, Bernhard Schölkopf, Moritz Grosse-Wentrup:
Personalized Brain-Computer Interface Models for Motor Rehabilitation. CoRR abs/1705.03259 (2017)
Coauthor Index
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last updated on 2024-10-22 20:12 CEST by the dblp team
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