Early Exit Ensembles for Uncertainty Quantification

[Paper] [Poster] [Slides]

Contact

Alexander Campbell (ajrc4@cl.cam.ac.uk), Lorena Qendro (lq223@cl.cam.ac.uk)

Citation

If you make use of this code in your work, please cite our paper:

@inproceedings{early_exit_ensembles_2021,
    title = {Early Exit Ensembles for Uncertainty Quantification},
    booktitle = {Proceedings of Machine Learning for Health},
    publisher = {PMLR},
    author = {Qendro, Lorena and Campbell, Alexander and Liò, Pietro and Mascolo, Cecilia},
    year = {2021},
    pages = {179--193},
}

Qendro, L., Campbell, A., Liò, P., & Mascolo, C. (2021). Early Exit Ensembles for Uncertainty Quantification. In Proceedings of Machine Learning for Health (pp. 179–193). PMLR.