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Nonlinear Matrix Approximation with Radial Basis Function Components



Elizaveta Rebrova , Yu-Hang Tang


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Analysis of Legal Documents via Non-negative Matrix Factorization Methods



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

* 16 pages, 4 figures 

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On a Guided Nonnegative Matrix Factorization



Joshua Vendrow , Jamie Haddock , Elizaveta Rebrova , Deanna Needell

* 6 pages, 6 tables 

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COVID-19 Literature Topic-Based Search via Hierarchical NMF



Rachel Grotheer , Yihuan Huang , Pengyu Li , Elizaveta Rebrova , Deanna Needell , Longxiu Huang , Alona Kryshchenko , Xia Li , Kyung Ha , Oleksandr Kryshchenko


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A Study of Clustering Techniques and Hierarchical Matrix Formats for Kernel Ridge Regression



Elizaveta Rebrova , Gustavo Chavez , Yang Liu , Pieter Ghysels , Xiaoye Sherry Li

* IPDPS workshops 2018 
* 10 pages, 8 figures 

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