@misc{dl2-a10-1,
  title={Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles},
  author={Balaji Lakshminarayanan, Alexander Pritzel, Charles Blundell},
  year={2017},
  url={https://arxiv.org/abs/1612.01474}
}
@misc{dl2-a10-2,
  title={Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift},
  author={Yaniv Ovadia, Emily Fertig, Jie Ren, Zachary Nado, D Sculley, Sebastian Nowozin, Joshua V. Dillon, Balaji Lakshminarayanan, Jasper Snoek},
  year={2019},
  url={https://arxiv.org/abs/1906.02530}
}
@misc{dl2-a10-3,
  title={Deep Ensembles: A Loss Landscape Perspective},
  author={Stanislav Fort, Huiyi Hu, Balaji Lakshminarayanan},
  year={2020},
  url={https://arxiv.org/abs/1912.02757}
}
@misc{dl2-a10-4,
  title={Bayesian Deep Learning and a Probabilistic Perspective of Generalization},
  author={Andrew Gordon Wilson, Pavel Izmailov},
  year={2022},
  url={https://arxiv.org/abs/2002.08791}
}
@misc{dl2-a10-5,
  title={Hyperparameter Ensembles for Robustness and Uncertainty Quantification},
  author={Florian Wenzel, Jasper Snoek, Dustin Tran, Rodolphe Jenatton},
  year={2020},
  url={https://arxiv.org/abs/2006.13570}
}
@misc{dl2-a10-6,
  title={BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning},
  author={Yeming Wen, Dustin Tran, Jimmy Ba},
  year={2020},
  url={https://arxiv.org/abs/2002.06715}
}