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Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling


Feb 28, 2023
Tyler Will, Runyu Zhang, Eli Sadovnik, Mengdi Gao, Joshua Vendrow, Jamie Haddock, Denali Molitor, Deanna Needell

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Inference of Media Bias and Content Quality Using Natural-Language Processing


Dec 01, 2022
Zehan Chao, Denali Molitor, Deanna Needell, Mason A. Porter

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* 21 pages, 7 figures, 4 tables 

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Analysis of Legal Documents via Non-negative Matrix Factorization Methods


Apr 28, 2021
Ryan Budahazy, Lu Cheng, Yihuan Huang, Andrew Johnson, Pengyu Li, Joshua Vendrow, Zhoutong Wu, Denali Molitor, Elizaveta Rebrova, Deanna Needell

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* 16 pages, 4 figures 

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Bias of Homotopic Gradient Descent for the Hinge Loss


Jul 26, 2019
Denali Molitor, Deanna Needell, Rachel Ward

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Model Agnostic Supervised Local Explanations


Oct 27, 2018
Gregory Plumb, Denali Molitor, Ameet Talwalkar

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An iterative method for classification of binary data


Sep 09, 2018
Denali Molitor, Deanna Needell

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Hierarchical Classification using Binary Data


Jul 23, 2018
Denali Molitor, Deanna Needell

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* AAAI Magazine special Issue on Deep Models, Machine Learning and Artificial Intelligence Applications in National and International Security, June, 2018 

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Matrix Completion for Structured Observations


Jan 29, 2018
Denali Molitor, Deanna Needell

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