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Towards Faithful and Meaningful Interpretable Representations
2020Interpretable representations are the backbone of many black-box explainers. They translate the low-level data representation necessary for good predictive performance into high-level human-intelligible concepts used to convey the explanation. Notably, the explanation type and its cognitive complexity are directly controlled by the interpretable ...
Sokol, Kacper, Flach, Peter
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Faithful permutation representations of C-groups
2022The study of regular objects, such as polytopes, and their symmetries is a subject that attracts researchers from different areas of mathematics, such as geometers and algebraists, but also researchers from other areas of knowledge such as chemistry, thanks to the high symmetry of the molecules.
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The essential kinase ATR: ensuring faithful duplication of a challenging genome
Nature Reviews Molecular Cell Biology, 2017Joshua C Saldivar +2 more
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Faithful tight-binding models and fragile topology of magic-angle bilayer graphene
Physical Review B, 2019Hoi Chun Po, Liujun Zou, T Senthil
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The bacterial cell cycle, chromosome inheritance and cell growth
Nature Reviews Microbiology, 2019Rodrigo Reyes-Lamothe +1 more
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