A hybrid random-forest-plus-deterministic method heals corrupted finite semigroup tables, restoring associativity in 95% of small cases and 60% at n=10.
Is deep learning a useful tool for the pure mathematician?
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A personal and informal account of what a pure mathematician might expect when using tools from deep learning in their research.
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A Hybrid Framework for Healing Semigroups with Machine Learning
A hybrid random-forest-plus-deterministic method heals corrupted finite semigroup tables, restoring associativity in 95% of small cases and 60% at n=10.