On Joint Regularization and Calibration in Deep Ensembles

This repository contains the code for the TMLR 2025 paper: On Joint Regularization and Calibration in Deep Ensembles Laurits Fredsgaard, Mikkel N. Schmidt

Paper (TMLR/OpenReview) | Paper (PDF)

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⚠️ Note

The code in this repository is being prepared for public release. Documentation and reproduction instructions are underway.

Citation

If you find this work useful in your research, please consider citing our paper:

@article{fredsgaard2025on,
  title={On Joint Regularization and Calibration in Deep Ensembles},
  author={Fredsgaard, Laurits and Schmidt, Mikkel N.},
  journal={Transactions on Machine Learning Research},
  issn={2835-8856},
  year={2025},
  url={[https://openreview.net/forum?id=6xqV7DP3Ep](https://openreview.net/forum?id=6xqV7DP3Ep)}
}