Global ETD Search

Aggregated Learning: An Information Theoretic Framework to Learning with Neural Networks

Soflaei Shahrbabak, MasoumehUniversité d'Ottawa / University of Ottawa2020

… a novel approach to solve this problem under the Information Bottleneck (IB) principle. Based on the IB principle, we associate with the classification problem a representation learning problem, which we call ``IB learning". A careful investigation shows there is an unconventional quantization …

ottawa-retro Repository record for Aggregated Learning: An Information Theoretic Framework to Learning with Neural Networks (opens in a new tab)