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The Flag Median and FlagIRLS



Nathan Mankovich , Emily King , Chris Peterson , Michael Kirby


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Supporting Massive DLRM Inference Through Software Defined Memory



Ehsan K. Ardestani , Changkyu Kim , Seung Jae Lee , Luoshang Pan , Valmiki Rampersad , Jens Axboe , Banit Agrawal , Fuxun Yu , Ansha Yu , Trung Le , Hector Yuen , Shishir Juluri , Akshat Nanda , Manoj Wodekar , Dheevatsa Mudigere , Krishnakumar Nair , Maxim Naumov , Chris Peterson , Mikhail Smelyanskiy , Vijay Rao

* 14 pages, 5 figures 

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Locally Linear Attributes of ReLU Neural Networks



Ben Sattelberg , Renzo Cavalieri , Michael Kirby , Chris Peterson , Ross Beveridge

* 18 pages, 12 figures, 2 tables, submitted to SIMODS 

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The flag manifold as a tool for analyzing and comparing data sets



Xiaofeng Ma , Michael Kirby , Chris Peterson

* 15 pages, 8 figures 

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More chemical detection through less sampling: amplifying chemical signals in hyperspectral data cubes through compressive sensing



Henry Kvinge , Elin Farnell , Julia R. Dupuis , Michael Kirby , Chris Peterson , Elizabeth C. Schundler

* 10 pages 

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A data-driven approach to sampling matrix selection for compressive sensing



Elin Farnell , Henry Kvinge , John P. Dixon , Julia R. Dupuis , Michael Kirby , Chris Peterson , Elizabeth C. Schundler , Christian W. Smith

* 15 pages 

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Monitoring the shape of weather, soundscapes, and dynamical systems: a new statistic for dimension-driven data analysis on large data sets



Henry Kvinge , Elin Farnell , Michael Kirby , Chris Peterson

* Accepted to the 2018 IEEE International Conference on BIG DATA, 9 pages 

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Too many secants: a hierarchical approach to secant-based dimensionality reduction on large data sets



Henry Kvinge , Elin Farnell , Michael Kirby , Chris Peterson

* To appear in the Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, Waltham, MA USA 

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A GPU-Oriented Algorithm Design for Secant-Based Dimensionality Reduction



Henry Kvinge , Elin Farnell , Michael Kirby , Chris Peterson

* To appear in the 17th IEEE International Symposium on Parallel and Distributed Computing, Geneva, Switzerland 2018 

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