Tag Archives: clustering

Clustering via mutual information maximization. Part 2

In the previous post we've reviewed logistic regression model and designed a simple clustering algorithm based on it. We have managed to get a decent clustering on a subset of MNIST dataset. Yet there were some drawbacks in our approach.
Continue reading Clustering via mutual information maximization. Part 2

Clustering via mutual information maximization. Part 1

In this series of posts we will learn logistic regression classifier in three ways: supervised, unsupervised and something in between. We will find out that for some machine learning problems you need only a few labels for your data to get a decent model. Continue reading Clustering via mutual information maximization. Part 1