270 citations · 1.4k across the 97 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
cs.SI2015★ 22 cited
Latent Space Model for Multi-Modal Social Data
Yoon-Sik Cho, Greg Ver Steeg, Emilio Ferrara +1
With the emergence of social networking services, researchers enjoy the increasing availability of large-scale heterogenous datasets capturing online user interactions and behavior…
cs.IT2015★ 7 cited
Estimating Mutual Information by Local Gaussian Approximation
Shuyang Gao, Greg Ver Steeg, Aram Galstyan
Estimating mutual information (MI) from samples is a fundamental problem in statistics, machine learning, and data analysis. Recently it was shown that a popular class of non-param…
stat.ML2015★ 2 cited
The Information Sieve
Greg Ver Steeg, Aram Galstyan
We introduce a new framework for unsupervised learning of representations based on a novel hierarchical decomposition of information. Intuitively, data is passed through a series o…