Angshul Majumdar

How to Train Your Deep Neural Network with Dictionary Learning

2016 · arXiv (Cornell University)

Currently there are two predominant ways to train deep neural networks. The first one uses restricted Boltzmann machine (RBM) and the second one autoencoders. RBMs are stacked in layers to form deep belief network (DBN); …

Collaborative Filtering with Label Consistent Restricted Boltzmann Machine

2017

The possibility of employing restricted Boltzmann machine (RBM) for collaborative filtering has been known for about a decade. However, there has been hardly any work on this topic since 2007. This work revisits the application …