Essays about: "Robert Cedergren"

Found 1 essay containing the words Robert Cedergren.

  1. 1. Neural Networks and Uncertainty Estimation for Financial Asset Predictions

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Robert Cedergren; [2020]
    Keywords : ;

    Abstract : With the capability of modeling complex non-linear mappings, neural networks have obtained state-of-the-art performance on various tasks. However, traditional neural networks are prone to overfitting as they tend to be overconfident on unseen, noisy and incorrectly labeled data. Neither do they produce meaningful representations of uncertainty. READ MORE