Neural score matching for high-dimensional causal inference. - Oscar Clivio; Fabian Falck; Brieuc Lehmann; George Deligiannidis; Chris C. Holmes (AISTATS, 2022)

PWSHAP: A Path-Wise Explanation Model for Targeted Variables. - Lucile Ter-Minassian; Oscar Clivio; Karla DiazOrdaz; Robin J. Evans 002; Christopher C. Holmes (ICML, 2023)

Towards Representation Learning for Weighting Problems in Design-Based Causal Inference. - Oscar Clivio; Avi Feller; Chris C. Holmes (UAI, 2024)

A Critical Review of Causal Reasoning Benchmarks for Large Language Models. - Linying Yang; Vik Shirvaikar; Oscar Clivio; Fabian Falck (CoRR, 2024)

Learning to Defer for Causal Discovery with Imperfect Experts. - Oscar Clivio; Divyat Mahajan; Perouz Taslakian; Sara Magliacane; Ioannis Mitliagkas; Valentina Zantedeschi; Alexandre Drouin (CoRR, 2025)