Picture for Ciaran M. Gilligan-Lee

Ciaran M. Gilligan-Lee

Non-parametric identifiability and sensitivity analysis of synthetic control models

Jan 18, 2023
Jakob Zeitler, Athanasios Vlontzos, Ciaran M. Gilligan-Lee

Figure 1 for Non-parametric identifiability and sensitivity analysis of synthetic control models

Figure 2 for Non-parametric identifiability and sensitivity analysis of synthetic control models

Figure 3 for Non-parametric identifiability and sensitivity analysis of synthetic control models

Figure 4 for Non-parametric identifiability and sensitivity analysis of synthetic control models

* Accepted at Causal Learning and Reasoning Conference (CLeaR) 2023

Access Paper or Ask Questions

Estimating the probabilities of causation via deep monotonic twin networks

Sep 07, 2021
Athanasios Vlontzos, Bernhard Kainz, Ciaran M. Gilligan-Lee

Figure 1 for Estimating the probabilities of causation via deep monotonic twin networks

Figure 2 for Estimating the probabilities of causation via deep monotonic twin networks

Figure 3 for Estimating the probabilities of causation via deep monotonic twin networks

Figure 4 for Estimating the probabilities of causation via deep monotonic twin networks

* 7 pages + appendix

Access Paper or Ask Questions