1.3k citations · 4.9k across the 150 of their papers we have counts for
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stat.ML2020★ 5 cited
VarFA: A Variational Factor Analysis Framework For Efficient Bayesian Learning Analytics
Zichao Wang, Yi Gu, Andrew Lan +1
We propose VarFA, a variational inference factor analysis framework that extends existing factor analysis models for educational data mining to efficiently output uncertainty estim…
stat.ML2020★ 5 cited
Max-Affine Spline Insights into Deep Generative Networks
Randall Balestriero, Sebastien Paris, Richard Baraniuk
We connect a large class of Generative Deep Networks (GDNs) with spline operators in order to derive their properties, limitations, and new opportunities. By characterizing the lat…