Bayesian Deep Learning and Probabilistic Model Construction - ICML 2020 Tutorial
Paper review: Bayesian Deep Learning and a Probabilistic Perspective of Generalization
Bayesian Deep Learning — ANDREW GORDON WILSON
Bayesian Neural Network | Deep Learning
Maurizio Filippone (EURECOM): Bayesian Deep Learning
Lecture 5, Track II: Bayesian Machine Learning by Andrew Gordon Wilson
Eric J. Ma - An Attempt At Demystifying Bayesian Deep Learning
Feras Saad: "Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling"
First lecture on Bayesian Deep Learning and Uncertainty Quantification
Deep Learning Foundations: Andrew Wilson's Talk on How Do We Build Models That Learn and Generalize?
Lecture 10.3 — The idea of full Bayesian learning [Neural Networks for Machine Learning]
Andrew Gordon Wilson asks how do we build models that learn and generalize?
Torsten Scholak, Diego Maniloff Intro to Bayesian Machine Learning with PyMC3 and Edward
Probabilistic deep learning
Miles Cranmer | A Bayesian neural network predicts the dissolution of compact planetary systems
MCMC Training of Bayesian Neural Networks
Probabilistic Machine Learning and AI: Zoubin Ghahramani
Probabilistic ML - Lecture 17 - Probabilistic Deep Learning