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Code for the paper "Practical calibration of the temperature parameter in Gibbs posteriors"

Paper url: https://arxiv.org/abs/2004.10522

How to use

  • Run linreg.py for the linear regression iwht known variance.
  • Run linreg2.py for the linear regression iwht unknown variance.
  • Run logreg.py for the logistic regression.

Arguments must be passed to the python files for choosing the setting and/or the variational approximation to use. See the doc inside the code for more details.

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Master's thesis at EPFL

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