Bayesian Neural Networks

Resources 📚

• Hands-on Bayesian Neural Networks — a Tutorial for Deep Learning Users
• A Primer on Bayesian Neural Networks Review and Debates
• Bayesian Neural Networks - draft distill.pub article
• Bayesian learning for neural networks (book) by Radford M. Neal

See also:

• Variational Inference
• Prerequisites (concepts) in Math
• Gaussian Processes
  • Infinite-width limit. Pioneering work of Neal (1996) first connected Bayesian neural networks and Gaussian processes. — A Primer on Bayesian Neural Networks Review and Debates