Spectrally-normalized margin bounds for neural networks
Repeat Experiment in http://papers.nips.cc/paper/7204-spectrally-normalized-margin-bounds-for-neural-networks
Network implement based on https://github.com/bearpaw/pytorch-classification
Random labels based on https://github.com/pluskid/fitting-random-labels
Related papers:
https://arxiv.org/pdf/1611.03530.pdf
https://arxiv.org/abs/1707.09564
https://arxiv.org/abs/1711.01530
We compare the four papers above in terms of normalized margin bounds.
Short Report:
Poster: https://github.com/XintianHan/Marginbound/blob/master/Inference_poster_Saad_Xintian.pdf
Report: https://github.com/XintianHan/Marginbound/blob/master/spectrally-normalized-margin.pdf