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Modeling Uncertainty by Learning a Hierarchy of Deep Neural Connections (NeurIPS 2019)
David Dunson: Scalable Bayesian Inference (NeurIPS 2018 Tutorial)
GPSS2019 - Bayesian Neural Networks: a function space view tour
Yee Whye Teh: On Bayesian Deep Learning and Deep Bayesian Learning (NIPS 2017 Keynote)
Uncertain Descent / a simple baseline for bayesian uncertainty in deep learning
Bayesian Deep Learning - Laura Leal-Taixé - UPC Barcelona 2019
Modeling Uncertainty by Learning A Hierarchy of Deep Neural Connections (NeurIPS 2019)
[DeepBayes2019]: Day 6, Lecture 1. Bayesian neural networks
NeurIPS 2021: Laplace Redux -- Effortless Bayesian Deep Learning
[DeepBayes2019]: Day 1, Opening remarks
Bayesian Deep Learning
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Last Updated: August 16, 2026
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![Details [NeurIPS 2019] A Simple Baseline for Bayesian Uncertainty in Deep Learning Guide](https://i.ytimg.com/vi/5WOj_ZZJ2wM/mqdefault.jpg)
![[DeepBayes2019]: Day 6, Lecture 1. Bayesian neural networks](https://i.ytimg.com/vi/DFdqafS4iN4/mqdefault.jpg)
![[DeepBayes2019]: Day 1, Opening remarks](https://i.ytimg.com/vi/wA8UMzhGv7o/mqdefault.jpg)
