Introduction to A General Framework For Uncertainty Estimation In Deep Learning

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Summary & Highlights for A General Framework For Uncertainty Estimation In Deep Learning

  • 0:00 Reminders 2:31 Masked language modeling (MLM) 9:09 Finetuning a MLM-pretrained model 21:09 Language modeling ...
  • Machine learning
  • ... is called
  • Understanding what a model doesn't know is important both from a practitioner point of view and for the end users of many ...
  • An overview of my dissertation. A reproduce of the public talk as part of my PhD defense, which took place online on June 18th, ...

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