Learning Deep ResNet Blocks Sequentially using Boosting Theory

Furong Huang, Jordan T. Ash, John Langford, Robert E. Schapire

Abstract: We prove a <em>multi-channel telescoping sum boosting</em> theory for the ResNet architectures which simultaneously creates a new technique for boosting over features (in contrast with labels) and ...