no code implementations • 28 Feb 2021 • Penglong Zhai, Shihua Zhang
The information bottleneck (IB) principle has been adopted to explain deep learning in terms of information compression and prediction, which are balanced by a trade-off hyperparameter.
no code implementations • 16 Oct 2020 • Penglong Zhai, Shihua Zhang
Low-rank approximation models of data matrices have become important machine learning and data mining tools in many fields including computer vision, text mining, bioinformatics and many others.