mlsanityData to 7 Oct 2026

Learning proofs for the classification of nilpotent semigroups

arXiv 2106.03015 ↗First posted 6 Jun 2021cs.LG math.LO math.RAcited by 1

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Abstract (arXiv)

Machine learning is applied to find proofs, with smaller or smallest numbers of nodes, for the classification of 4-nilpotent semigroups.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 7 of its 26 references that are in the map. First posted on arXiv 6 Jun 2021.

Builds on

7 of 26 references.

References · 7

  1. 2017Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithmcited by 723
  2. 2014A Convolutional Neural Network for Modelling Sentencescited by 163
  3. 2021Constructions in combinatorics via neural networkscited by 46
  4. 2017Deep-Learning the Landscapecited by 21
  5. 2020Learning selection strategies in Buchberger's algorithmcited by 20
  6. 2020Deep Learning Gauss-Manin Connectionscited by 4
  7. 2021A Neural Network for Semigroupscited by 2

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Citing papers per year: 2023: 1.

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