Atalanti Mastakouri
4 papers · 2019–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Hot Topic Early Bird
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Renaissance Researcher
(5)
Venues
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Research topics
Keywords
causal feature selection
(2)
causal discovery
(2)
causal inference
(2)
score matching
(1)
false positive rate
(1)
conditional independence
(1)
conditional independence test
(1)
feature engineering
(1)
causal analysis
(1)
hidden variable
(1)
causal faithfulness
(1)
invariant mechanism
(1)
proxy feature
(1)
brain feature
(1)
covid-19 spread
(1)
assumption violation
(1)
false negative rate
(1)
information theory
(1)
hyperparameter stability
(1)
time series
(1)
Papers
Assumption violations in causal discovery and the robustness of score matching
NeurIPS 2023
Causal information splitting: Engineering proxy features for robustness to distribution shifts
UAI 2023
Causal analysis of Covid-19 Spread in Germany
NeurIPS 2020
Selecting causal brain features with a single conditional independence test per feature
NeurIPS 2019