460 citations · 723 across the 6 of their papers we have counts for
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stat.ML2023★ 5 cited
Can predictive models be used for causal inference?
Maximilian Pichler, Florian Hartig
Supervised machine learning (ML) and deep learning (DL) algorithms excel at predictive tasks, but it is commonly assumed that they often do so by exploiting non-causal correlations…
cs.LG2023
cito: An R package for training neural networks using torch
Christian Amesoeder, Florian Hartig, Maximilian Pichler
Deep Neural Networks (DNN) have become a central method in ecology. Most current deep learning (DL) applications rely on one of the major deep learning frameworks, in particular To…