Layer-wise training of deep networks using kernel similarity.
Mandar KulkarniShirish Subhash KarandePublished in: CoRR (2017)
Keyphrases
- similarity function
- similarity measure
- neural network
- training process
- social networks
- pairwise
- supervised learning
- kernel function
- recurrent networks
- training set
- online learning
- euclidean distance
- kernel methods
- multiple layers
- training phase
- multi layer
- feature space
- computer networks
- data sets
- semantic similarity
- edit distance
- test set
- training examples
- distance measure
- structural similarity
- deep learning
- application layer
- restricted boltzmann machine
- probabilistic model
- deep architectures