Bayesian Agents: Bayesian Reasoning and Deep Learning in Agent-based Systems Published 2017-03-02 Download video MP4 360p Recommendations 58:36 "Is Bayesian deep learning the most brilliant thing ever?" - a panel discussion 36:15 Eric J. Ma - An Attempt At Demystifying Bayesian Deep Learning 35:42 Bayesian Deep learning with 10% of the weights - Rob Romijnders 28:45 Deep exponential families 1:57:07 Bayesian Deep Learning and Probabilistic Model Construction - ICML 2020 Tutorial 28:53 BNNs for RL: A Success Story and Open Questions 1:00:53 Modern Deep Learning through Bayesian Eyes 23:30 Alpha divergence minimization for Bayesian deep learning 1:15:53 Yarin Gal -. Bayesian Deep Learning 1:37:56 Bayesian Deep Learning | NeurIPS 2019 25:09 How Bayes Theorem works 27:00 Implementing Dropout as a Bayesian Approximation in TensorFlow 13:31 Categorical Reparameterization with Gumbel-Softmax & The Concrete Distribution 45:16 Yee Whye Teh: On Bayesian Deep Learning and Deep Bayesian Learning (NIPS 2017 Keynote) 19:21 Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Training 1:11:36 Geoffrey Hinton talk "What is wrong with convolutional neural nets ?" 1:20:30 Machine learning - Bayesian optimization and multi-armed bandits 1:19:48 Nuts and Bolts of Applying Deep Learning (Andrew Ng) Similar videos 13:11 Hamburgers | Question 12 | Chapter 1 | Bayesian Reasoning & Machine Learning 45:17 On Bayesian Deep Learning and Deep Bayesian Learning 03:04 What is a Bayesian network? 00:49 Creating Intelligent Agents: Combining Agent-Based Modeling with Machine Learning 46:13 Bayes in the age of intelligent machines 01:06 Systemic Bayesian Reasoning - Training Video 1 20:34 Fare Structure Optimization using Agent Based Modeling and Bayesian Optimization - AGIFORS 20220414 30:08 Bert de Vries - Beyond deep learning: natural AI systems 55:39 Black-box Bayesian inference for economic agent-based models - Joel Dyer - 12 May 2022 1:15:46 [EEML'24] Yee Whye Teh - Bayesian Deep Learning 18:05 Kevin B. Korb - Philosophy of Science, Bayesian Reasoning More results