German Cancer Research Center (DKFZ); Institute of Science and Technology Austria (ISTA); AWS; University of Chicago; MaLGa, Università di Genova; MaLGa, Università di Genova, MIT, CBMM, Istituto Italiano di Tecnologia
Francesco Montagna, Atalanti Mastakouri, Elias Eulig, Nicoletta Noceti, Lorenzo Rosasco, Dominik Janzing, Bryon Aragam, Francesco Locatello
Causal discovery; empirical study; robust inference; benchmark
Assumption violations in causal discovery and the robustness of score matching