Search Results for author: Mateusz Olko

Found 2 papers, 1 papers with code

Trust Your $\nabla$: Gradient-based Intervention Targeting for Causal Discovery

no code implementations24 Nov 2022 Mateusz Olko, Michał Zając, Aleksandra Nowak, Nino Scherrer, Yashas Annadani, Stefan Bauer, Łukasz Kuciński, Piotr Miłoś

In this work, we propose a novel Gradient-based Intervention Targeting method, abbreviated GIT, that 'trusts' the gradient estimator of a gradient-based causal discovery framework to provide signals for the intervention acquisition function.

Causal Discovery Experimental Design

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