27 citations · 64 across the 44 of their papers we have counts for
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A Taxonomy for Inference in Causal Model Families
Matej Zečević, Devendra Singh Dhami, Kristian Kersting
Neurally-parameterized Structural Causal Models in the Pearlian notion to causality, referred to as NCM, were recently introduced as a step towards next-generation learning systems…
Causal Explanations of Structural Causal Models
Matej Zečević, Devendra Singh Dhami, Constantin A. Rothkopf +1
In explanatory interactive learning (XIL) the user queries the learner, then the learner explains its answer to the user and finally the loop repeats. XIL is attractive for two rea…
Structural Causal Models Reveal Confounder Bias in Linear Program Modelling
Matej Zečević, Devendra Singh Dhami, Kristian Kersting
The recent years have been marked by extended research on adversarial attacks, especially on deep neural networks. With this work we intend on posing and investigating the question…