Vikram Pudi

Sequential Variational Autoencoders for Collaborative Filtering

2019

Variational autoencoders were proven successful in domains such as computer vision and speech processing. Their adoption for modeling user preferences is still unexplored, although recently it is starting to gain attention in the current literature. …

Scalable, Semi-Supervised Extraction of Structured Information from Scientific Literature

2019

As scientific communities grow and evolve, there is a high demand for improved methods for finding relevant papers, comparing papers on similar topics and studying trends in the research community. All these tasks involve the …