741 citations · 766 across the 6 of their papers we have counts for
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cs.AI2021★ 1 cited
Induction, Popper, and machine learning
Bruce Nielson, Daniel C. Elton
Francis Bacon popularized the idea that science is based on a process of induction by which repeated observations are, in some unspecified way, generalized to theories based on the…
cs.AI2020★ 2 cited
Applying Deutsch's concept of good explanations to artificial intelligence and neuroscience -- an initial exploration
Daniel C. Elton
Artificial intelligence has made great strides since the deep learning revolution, but AI systems still struggle to extrapolate outside of their training data and adapt to new situ…
cs.AI2020
Self-explaining AI as an alternative to interpretable AI
Daniel C. Elton
The ability to explain decisions made by AI systems is highly sought after, especially in domains where human lives are at stake such as medicine or autonomous vehicles. While it i…