Learning Deep ResNet Blocks Sequentially using Boosting Theory

Furong Huang, Jordan Ash, John Langford +1

Deep neural networks are known to be difficult to train due to the instability of back-propagation. A deep \emph{residual network} (ResNet) with identity loops remedies this by sta…