AM207: Uncertainty modeling

Paper for final project: link

Please check Ipython notebooks for more details.

TODO

• Add a classification case

References

• https://alexgkendall.com/computer_vision/bayesian_deep_learning_for_safe_ai/
• https://towardsdatascience.com/using-uncertainty-to-interpret-your-model-c7b8c9a63072
• https://towardsdatascience.com/building-a-bayesian-deep-learning-classifier-ece1845bc09
• https://github.com/earlyhmi/what
• https://zhuanlan.zhihu.com/p/56986840