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sjchoi86 authored Feb 11, 2018
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## 2. Gaussian process
- Gaussian process
- Weight space view
- Function space view
- Weight-space view
- Function-space view
- Gaussian process latent variable model

## 3. Bayesian neural netwrok
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- Yarin Gal, Uncertainty in Deep Learning
- Anonymous, Bayesian Uncertainty Estimation for Batch Normalized Deep Networks
- Patrick McClure, Representing Inferential Uncertainty in Deep Neural Networks through Sampling
- Balaji Lakshminarayanan, Simple and Scalable Predictive Estimation using Deep Ensembles
- Balaji Lakshminarayanan, Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
- Alex Kendal, What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?
- Gregory Kahn, Uncertainty-Aware Reinforcement Learning for Collision Avoidance
- Charles Richter, Safe Visual Navigation via Deep Learning and Novelty Detection
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