Browsing Library Administration by Author "Majumder, S"

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    • Hilbert series, machine learning, and applications to physics 

      Bao, J; He, YH; Hirst, E; Hofscheier, J; Kasprzyk, A; Majumder, S (2022-04-10)
      We describe how simple machine learning methods successfully predict geometric properties from Hilbert series (HS). Regressors predict embedding weights in projective space to ∼1 mean absolute error, whilst classifiers ...

    • Polytopes and machine learning 

      Bao, J; He, Y-H; Hirst, E; Hofscheier, J; Kasprzyk, A; Majumder, S (World Scientific Publishing, 2023-12)