Machine Learning Coffee seminar: Pan Hui "Saving Lives with Big Data: Data Analytics in Intensive Care Units"
Saving Lives with Big Data: Data Analytics in Intensive Care Units
Professor of Computer Science, University of Helsinki
The talk will cover deep learning methods designed to learn efficiently from few labelled examples. I will present Ladder networks and its extensions for semi-supervised classification, recurrent Ladder networks for unsupervised and semi-supervised learning of video and algorithms of few-shot classification: learning to learn new classification tasks from few examples.