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Control of Overfitting with Physics. [PDF]
Entropy (Basel)Kozyrev SV, Lopatin IA, Pechen AN.
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A functional contextual, observer-centric, quantum mechanical, and neuro-symbolic approach to solving the alignment problem of artificial general intelligence: safe AI through intersecting computational psychological neuroscience and LLM architecture for emergent theory of mind. [PDF]
Front Comput NeurosciEdwards DJ.
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The need for a numeric measure of explainability
2021 IEEE International Conference on Big Data (Big Data), 2021The attempt to concretely define the concept of explainability in terms of other vaguely described notions, is doomed to fail. We argue that a rigorous numeric measure is needed to take a significant step forward. Such a measure would allow the objective
W. Mulder, P. Valcke
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On the computational properties of the Baire category theorem
De Computis, 2022Computability theory is a discipline in the intersection of computer science and mathematical logic where the fundamental question is: Given two mathematical objects X and Y, does X compute Y in principle?
Sam Sanders
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Entropy and Quantum Kolmogorov Complexity: A Quantum Brudno’s Theorem
arXiv.org, 2005In classical information theory, entropy rate and algorithmic complexity per symbol are related by a theorem of Brudno. In this paper, we prove a quantum version of this theorem, connecting the von Neumann entropy rate and two notions of quantum ...
F. Benatti +4 more
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On Attempting to Model the Mathematical Mind
The Once and Future Turing, 2016R. Penrose
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“Minds and machines” for humanities majors: A liberal arts course in computers and cognition
Computers and the Humanities, 1991S. Cushing
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