2 papers
cs.LG2021
Semi-supervised learning with Bayesian Confidence Propagation Neural Network
Naresh Balaji Ravichandran, Anders Lansner, Pawel Herman
Learning internal representations from data using no or few labels is useful for machine learning research, as it allows using massive amounts of unlabeled data. In this work, we u…
cs.NE2020
Brain-like approaches to unsupervised learning of hidden representations -- a comparative study
Naresh Balaji Ravichandran, Anders Lansner, Pawel Herman
Unsupervised learning of hidden representations has been one of the most vibrant research directions in machine learning in recent years. In this work we study the brain-like Bayes…