23 citations · 55 across the 10 of their papers we have counts for
4 papers · 1 filter
On the instability and degeneracy of deep learning models
Andee Kaplan, Daniel Nordman, Stephen Vardeman
A probability model exhibits instability if small changes in a data outcome result in large, and often unanticipated, changes in probability. This instability is a property of the…
Properties and Bayesian fitting of restricted Boltzmann machines
Andee Kaplan, Daniel Nordman, Stephen Vardeman
A restricted Boltzmann machine (RBM) is an undirected graphical model constructed for discrete or continuous random variables, with two layers, one hidden and one visible, and no c…
Putting Down Roots: A Graphical Exploration of Community Attachment
Andee Kaplan, Eric Hare
In this paper, we explore the relationships that individuals have with their communities. This work was prepared as part of the ASA Data Expo '13 sponsored by the Graphics Section…
Designing Modular Software: A Case Study in Introductory Statistics
Eric Hare, Andee Kaplan
Modular programming is a development paradigm that emphasizes self-contained, flexible, and independent pieces of functionality. This practice allows new features to be seamlessly…