Bayesian

Catalog

• All bayesian inference methods
• Bayes by backprop - naive variational inference
• Difference between MCMC and VI(SVI)
• Laplace Approximation
• Markov Chain Monte Carlo(MCMC)
• Prior Uncertainty - A Key Hurdle in Advancing Bayesian Machine Learning
• reparameter trick
• Stochastic Variational Inference
• What is uncertainty in neural networks
• Why we are assuming all weight distributions are Gaussian