Sign inGet started
Bayesian Neural Network Series Post 2: Background Knowledge

Bayesian Neural Network Series Post 2: Background Knowledge

This post is the second post in an eight-post series of Bayesian Convolutional Networks. The posts will be structured as follows:
Go to the profile of Kumar Shridhar
Kumar Shridhar
Bayesian Neural Network Series Post 1: Need for Bayesian Networks

Bayesian Neural Network Series Post 1: Need for Bayesian Networks

This post is the first post in an eight-post series of Bayesian Convolutional Networks. The posts will be structured as follows:
Go to the profile of Kumar Shridhar
Kumar Shridhar
Bayesian Convolutional Neural Networks with Bayes by Backprop

Bayesian Convolutional Neural Networks with Bayes by Backprop

So far, we have elaborated how Bayes by Backprop works on a simple feedforward neural network. In this post, I will explain how you can…
Go to the profile of Felix Laumann
Felix Laumann
How Bayesian methods embody Occam’s razor

How Bayesian methods embody Occam’s razor

Some of you might have heard the term Occam’s razor, sometimes spelled Ockham’s razor, together with Bayesian methods. It is indeed a…
Go to the profile of Felix Laumann
Felix Laumann
When machine learning meets complexity: why Bayesian deep learning is unavoidable

When machine learning meets complexity: why Bayesian deep learning ...

By now, all of you have probably followed deep learning research for quite a while. In 1998, LeCun et al. proposed the very simple MNIST…
Go to the profile of Felix Laumann
Felix Laumann
Inference in Probabilistic Models: Monte Carlo and variational methods

Inference in Probabilistic Models: Monte Carlo and variational methods

In this post, we’ll elaborate on the two major school of thoughts how we can approximate an intractable function in probabilistic models…
Go to the profile of Felix Laumann
Felix Laumann
Probabilistic Deep Learning: Bayes by Backprop

Probabilistic Deep Learning: Bayes by Backprop

Having understood all the fundamentals, we can now proceed and apply them to deep learning. If you cannot follow my steps here, please go…
Go to the profile of Felix Laumann
Felix Laumann
About NeuralSpaceLatest StoriesArchiveAbout MediumTermsPrivacy