Contrastive representations of high-dimensional, structured treatments. - Oriol Corcoll; Athanasios Vlontzos; Michael O'Riordan; Ciarán M. Gilligan-Lee (CoRR, 2024)

The Hardness of Validating Observational Studies with Experimental Data. - Jake Fawkes; Michael O'Riordan; Athanasios Vlontzos; Oriol Corcoll; Ciarán Mark Gilligan-Lee (AISTATS, 2025)

Local Interference: Removing Interference Bias in Semi-Parametric Causal Models. - Michael O'Riordan; Ciarán Mark Gilligan-Lee (CLeaR, 2025)