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TabNet Learning

  1. TabNet: Attentive Interpretable Tabular Learning [-] Sercan O. Arik, Tomas Pfister.
    • Neural Network Method in Tabular Learning
    • without any feature process and use conventional gradient descent-based optimization.
    • utilize sequential attention mechanism choose which feature to reason from.
    • continual learning
    • interpretable
      • local interpretable
        • how feature combine
      • global interpretable
        • the contribution of each input feature.
    • classification and regression