September 2014

Machine Learning with Missing Labels Part 2: The UniverSVM

September 30, 2014 Charles H Martin, PhD

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

Machine Learning with Missing Labels: Transductive SVMs

September 23, 2014 Charles H Martin, PhD

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!