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Atalanti A. Mastakouri
Atalanti A. Mastakouri
Applied Scientist, Amazon Web Services Research
Verified email at amazon.de - Homepage
Title
Cited by
Cited by
Year
Necessary and sufficient conditions for causal feature selection in time series with latent common causes
AA Mastakouri, B Schölkopf, D Janzing
International Conference on Machine Learning, 7502-7511, 2021
432021
Dowhy-gcm: An extension of dowhy for causal inference in graphical causal models
P Blöbaum, P Götz, K Budhathoki, AA Mastakouri, D Janzing
arXiv preprint arXiv:2206.06821, 2022
252022
Causal analysis of Covid-19 spread in Germany
AA Mastakouri, B Schölkopf
Advances in Neural Information Processing Systems 33, pages: 3153-3163, 2020
222020
Selecting causal brain features with a single conditional independence test per feature
A Mastakouri, B Schölkopf, D Janzing
Advances in Neural Information Processing Systems 32, 2019
142019
Personalized brain-computer interface models for motor rehabilitation
AA Mastakouri, S Weichwald, O Özdenizci, T Meyer, B Schölkopf, ...
2017 IEEE international conference on systems, man, and cybernetics (SMC …, 2017
112017
Quantifying intrinsic causal contributions via structure preserving interventions
D Janzing, P Blöbaum, L Minorics, P Faller, A Mastakouri
arXiv preprint arXiv:2007.00714, 2020
92020
Beta power may meditate the effect of Gamma-TACS on motor performance
AA Mastakouri, B Schölkopf, M Grosse-Wentrup
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
82019
Assumption violations in causal discovery and the robustness of score matching
F Montagna, A Mastakouri, E Eulig, N Noceti, L Rosasco, D Janzing, ...
Advances in Neural Information Processing Systems 36, 2024
62024
Self-Compatibility: Evaluating Causal Discovery without Ground Truth
PM Faller, LC Vankadara, AA Mastakouri, F Locatello, D Janzing
arXiv preprint arXiv:2307.09552, 2023
22023
Causal information splitting: Engineering proxy features for robustness to distribution shifts
B Mazaheri, A Mastakouri, D Janzing, M Hardt
Uncertainty in Artificial Intelligence, 1401-1411, 2023
22023
Toward Falsifying Causal Graphs Using a Permutation-Based Test
E Eulig, AA Mastakouri, P Blöbaum, M Hardt, D Janzing
arXiv preprint arXiv:2305.09565, 2023
22023
Beyond Single-Feature Importance with ICECREAM
M Oesterle, P Blöbaum, AA Mastakouri, E Kirschbaum
arXiv preprint arXiv:2307.09779, 2023
12023
Bounding probabilities of causation through the causal marginal problem
N Sani, AA Mastakouri, D Janzing
arXiv preprint arXiv:2304.02023, 2023
12023
Stratification of behavioral response to transcranial current stimulation by resting-state electrophysiology
AA Mastakouri
bioRxiv, 2020
12020
Causal Representation Learning
S Magliacane, A Mastakouri, YM Asano, C Shi, C Eastwood, S Lachapelle, ...
Annual Conference on Neural Information Processing Systems, 2023
2023
Tightening Bounds on Probabilities of Causation By Merging Datasets
N Sani, AA Mastakouri
arXiv preprint arXiv:2310.08406, 2023
2023
Causal Feature Selection in Neuroscience
AA Mastakouri
https://tobias-lib.uni-tuebingen.de/xmlui/handle/10900/110788, 2020
2020
Causal analysis of Covid-19 spread in Germany (preprint)
AA Mastakouri, B Schölkopf
2020
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Articles 1–18