Off-the-shelf deep learning is not enough, and requires parsimony, Bayesianity, and causality

Research article (npj Computational Materials, 2021) · cited 57× · AI/ML
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Off-the-shelf deep learning is not enough, and requires parsimony, Bayesianity, and causality

Summary

Off-the-shelf deep learning is not enough, and requires parsimony, Bayesianity, and causality is a scholarly article[1].

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  • Off-the-shelf deep learning is not enough, and requires parsimony, Bayesianity, and causality's instance of is recorded as scholarly article[2].

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APA 4ort.xyz Knowledge Graph. (2026). Off-the-shelf deep learning is not enough, and requires parsimony, Bayesianity, and causality. Retrieved May 24, 2026, from https://4ort.xyz/entity/off-the-shelf-deep-learning-is-not-enough-and-requires-parsimony-bayesianity-and-causality
MLA “Off-the-shelf deep learning is not enough, and requires parsimony, Bayesianity, and causality.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/off-the-shelf-deep-learning-is-not-enough-and-requires-parsimony-bayesianity-and-causality.
BibTeX @misc{4ortxyz_off-the-shelf-deep-learning-is-not-enough-and-requires-parsimony-bayesianity-and-causality_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Off-the-shelf deep learning is not enough, and requires parsimony, Bayesianity, and causality}}, year = {2026}, url = {https://4ort.xyz/entity/off-the-shelf-deep-learning-is-not-enough-and-requires-parsimony-bayesianity-and-causality}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Off-the-shelf deep learning is not enough, and requires parsimony, Bayesianity, and causality — https://4ort.xyz/entity/off-the-shelf-deep-learning-is-not-enough-and-requires-parsimony-bayesianity-and-causality (retrieved 2026-05-24)

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