Shell Theory: A Statistical Model of Reality.
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DOI: 10.1109/tpami.2021.3084598
Abstract: Machine learning's grand ambition is the mathematical modeling of reality. The recent years have seen major advances using deep-learned techniques that model reality implicitly; however, corresponding advances in explicit mathematical models have been noticeably lacking.… read more here.
Keywords: theory statistical; statistical model; machine; shell theory ... See more keywords