Moritz Willig

activity

20192026

most citedCausal Parrots: Large Language Models May Talk Causality But Are Not Causal

27 citations · 27 across the 9 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

cs.LG2024

Systems with Switching Causal Relations: A Meta-Causal Perspective

Moritz Willig, Tim Nelson Tobiasch, Florian Peter Busch +3

Most work on causality in machine learning assumes that causal relationships are driven by a constant underlying process. However, the flexibility of agents' actions or tipping poi…

cs.LG2024

$χ$ SPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains

Harsh Poonia, Moritz Willig, Zhongjie Yu +3

Causal inference in hybrid domains, characterized by a mixture of discrete and continuous variables, presents a formidable challenge. We take a step towards this direction and prop…

Systems with Switching Causal Relations: A Meta-Causal Perspective

χSPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains

$χ$ SPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains