Search Results for author: Oscar Clivio

Found 2 papers, 2 papers with code

Neural Score Matching for High-Dimensional Causal Inference

1 code implementation • 1 Mar 2022 • Oscar Clivio, Fabian Falck, Brieuc Lehmann, George Deligiannidis, Chris Holmes

We leverage these balancing scores to perform matching for high-dimensional causal inference and call this procedure neural score matching.

Causal Inference Vocal Bursts Intensity Prediction

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Code

PWSHAP: A Path-Wise Explanation Model for Targeted Variables

1 code implementation • 26 Jun 2023 • Lucile Ter-Minassian, Oscar Clivio, Karla Diaz-Ordaz, Robin J. Evans, Chris Holmes

We introduce Path-Wise Shapley effects (PWSHAP), a framework for assessing the targeted effect of a binary (e. g.~treatment) variable from a complex outcome model.

Decision Making Explainable Artificial Intelligence (XAI)

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Code

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