Uncertainty in Deep Learning

#Machine Learning #Bayesian #Uncertainty

Topic: uncertainty in deep learning


  • Gawlikowski, J. et al. A Survey of Uncertainty in Deep Neural Networks. Arxiv (2021).
  • Jospin, L. V., Buntine, W., Boussaid, F., Laga, H. & Bennamoun, M. Hands-on Bayesian Neural Networks – a Tutorial for Deep Learning Users. Arxiv (2020).
  • Gal, Yarin. “Uncertainty in deep learning.” (2016): 3.

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Current Ref:

  • cpe/31.uncertaintyt-in-deep-learning.md