3 papers
cs.IR2018
Gradient Augmented Information Retrieval with Autoencoders and Semantic Hashing
Sean Billings
This paper will explore the use of autoencoders for semantic hashing in the context of Information Retrieval. This paper will summarize how to efficiently train an autoencoder in o…
cs.LG2018
Probabilistic and Regularized Graph Convolutional Networks
Sean Billings
This paper explores the recently proposed Graph Convolutional Network architecture proposed in (Kipf & Welling, 2016) The key points of their work is summarized and their results a…
cs.CV2018
Categorical Mixture Models on VGGNet activations
Sean Billings
In this project, I use unsupervised learning techniques in order to cluster a set of yelp restaurant photos under meaningful topics. In order to do this, I extract layer activation…