Vowels, Matthew James

2 publications

ICLR 2026 CaTs and DAGs: Integrating Directed Acyclic Graphs with Transformers for Causally Constrained Predictions Matthew James Vowels, Mathieu Rochat, Sina Akbari

TMLR 2023 A Free Lunch with Influence Functions? an Empirical Evaluation of Influence Functions for Average Treatment Effect Estimation Matthew James Vowels, Sina Akbari, Necati Cihan Camgoz, Richard Bowden