87 citations · 454 across the 22 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
cs.LG2015★ 6 cited
Latent Variable Modeling with Diversity-Inducing Mutual Angular Regularization
Pengtao Xie, Yuntian Deng, Eric Xing
Latent Variable Models (LVMs) are a large family of machine learning models providing a principled and effective way to extract underlying patterns, structure and knowledge from ob…
cs.LG2015★ 23 cited
On the Generalization Error Bounds of Neural Networks under Diversity-Inducing Mutual Angular Regularization
Pengtao Xie, Yuntian Deng, Eric Xing
Recently diversity-inducing regularization methods for latent variable models (LVMs), which encourage the components in LVMs to be diverse, have been studied to address several iss…
cs.AI2015★ 1 cited
Creating Scalable and Interactive Web Applications Using High Performance Latent Variable Models
Aaron Q Li, Yuntian Deng, Kublai Jing +1
In this project we outline a modularized, scalable system for comparing Amazon products in an interactive and informative way using efficient latent variable models and dynamic vis…