no code implementations • 11 Mar 2023 • Marcel da Câmara Ribeiro-Dantas, Honghao Li, Vincent Cabeli, Louise Dupuis, Franck Simon, Liza Hettal, Anne-Sophie Hamy, Hervé Isambert
Discovering causal effects is at the core of scientific investigation but remains challenging when only observational data is available.
1 code implementation • NeurIPS 2019 • Honghao Li, Vincent Cabeli, Nadir Sella, Herve Isambert
It is achieved by repeating the constraint-based causal structure learning scheme, iteratively, while searching for separating sets that are consistent with the graph obtained at the previous iteration.