In this series of posts we look at Transductive and SemiSupervised Learning–an old problem, a hard problem, and a fundamental problem Machine Learning. Unlike Deep Learning or large scale ML,
Ever wonder what Google DeepMind is up to? They just released a paper on Semi-Supervised learning with Deep Generative Models. What is Semi Supervised Learning (SSL)? In this
SVMs are great for building text classifiers–if you have a set of very high quality, labeled documents. Frequently, we just don’t have enough labelled data!
My talk from Berkeley is up on the new Calculation Consulting YouTube channel https://www.youtube.com/channel/UCaao8GHAVcRtSZdpObC4_Kg
We are going to examine the Partition function that arises in Deep Learning methods like Restricted Boltzmann Machines. We take the pedagogic formalism of Statistical
In this post, we are going to see how to build our own music recommender, using the Logistic Metric Embedding (LME) model developed by Joachims