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Mastakouri, Atalanti
4 publications
NeurIPS
2023
Assumption Violations in Causal Discovery and the Robustness of Score Matching
Francesco Montagna
,
Atalanti Mastakouri
,
Elias Eulig
,
Nicoletta Noceti
,
Lorenzo Rosasco
,
Dominik Janzing
,
Bryon Aragam
,
Francesco Locatello
UAI
2023
Causal Information Splitting: Engineering Proxy Features for Robustness to Distribution Shifts
Bijan Mazaheri
,
Atalanti Mastakouri
,
Dominik Janzing
,
Michaela Hardt
NeurIPS
2020
Causal Analysis of Covid-19 Spread in Germany
Atalanti Mastakouri
,
Bernhard Schölkopf
NeurIPS
2019
Selecting Causal Brain Features with a Single Conditional Independence Test per Feature
Atalanti Mastakouri
,
Bernhard Schölkopf
,
Dominik Janzing