/discriminative-jackknife

Codebase for "Discriminative Jackknife: Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions", ICML 2020.

Primary LanguageJupyter Notebook

discriminative-jackknife

Codebase for "Discriminative Jackknife: Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions", ICML 2020.

If you use our code in your research, please cite:

@inproceedings{DJ2020,
	author = {Ahmed M. Alaa, Mihaela van der Schaar},
	title = {Discriminative Jackknife: Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions},
	booktitle = {International Conference on Machine Learning},
	year = {2020}
}