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08/31/2021
DoGR: Disaggregated Gaussian Regression for Reproducible Analysis of Heterogeneous Data
Quantitative analysis of large-scale data is often complicated by the pr...
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03/22/2021
A Directed, Bi-Populated Preferential Attachment Model with Applications to Analyzing the Glass Ceiling Effect
Preferential attachment, homophily and, their consequences such as the g...
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03/19/2021
Emergence of Structural Inequalities in Scientific Citation Networks
Structural inequalities persist in society, conferring systematic advant...
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04/30/2019
MixHop: Higher-Order Graph Convolution Architectures via Sparsified Neighborhood Mixing
Existing popular methods for semi-supervised learning with Graph Neural ...
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05/08/2018
Using Simpson's Paradox to Discover Interesting Patterns in Behavioral Data
We describe a data-driven discovery method that leverages Simpson's para...
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01/13/2018