6 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.LG2015★ 4 cited
Neural Network Regularization via Robust Weight Factorization
Jan Rudy, Weiguang Ding, Daniel Jiwoong Im +1
Regularization is essential when training large neural networks. As deep neural networks can be mathematically interpreted as universal function approximators, they are effective a…
cs.NE2014★ 6 cited
Generative Class-conditional Autoencoders
Jan Rudy, Graham Taylor
Recent work by Bengio et al. (2013) proposes a sampling procedure for denoising autoencoders which involves learning the transition operator of a Markov chain. The transition opera…