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Home | Events Archive | SEMINAR CANCELLED Deep learning made easy with TerseNet

SEMINAR CANCELLED Deep learning made easy with TerseNet

  • Location
    Erasmus University, Mandeville Building, Room T18-25b
  • Date and time

    March 17, 2020
    13:00 - 14:00

Neural networks show promising predictive performance in economic and financial applications, but the final model is hard to interpret, model selection is an arduous and time-consuming task, and the model behavior becomes unpredictable during rare events. We propose the Tesselated regression simplex encoding Network (TerseNet): A framework with straightforward model selection, predictable behavior for rare events, interpretable models and an overall lead time that is orders of magnitudes shorter than ordinary neural networks.