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Learning causal graphs under interventions and applications to single-cell biological data analysis
(Massachusetts Institute of Technology, 2021)
This thesis studies the problem of learning causal directed acyclic graphs (DAGs) in the setting where both observational and interventional data is available. This setting is common in biology, where gene regulatory ...