Guided Layer-wise Learning for Deep Models using Side Information

Pavel Sulimov, Elena Sukmanova, Roman Chereshnev +1

Training of deep models for classification tasks is hindered by local minima problems and vanishing gradients, while unsupervised layer-wise pretraining does not exploit informatio…