ascr-ml-whitepaper.pdf (314.93 kB)

Algorithms and Software Research Needed to Advance the Role of Applied Mathematics in Machine Learning for Science

Version 3 2017-09-11, 05:16

Version 2 2017-08-16, 22:29

Version 1 2017-08-16, 22:18

journal contribution

posted on 2017-09-11, 05:16 authored by Aydin BulucAydin Buluc, Ariful Azad

Whitepaper submitted to the 2017 DOE ASCR Applied Math Meeting

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Applied Mathematics program of the DOE Office of Advanced Scientific Computing Research under contract number DE-AC02- 05CH11231

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Whitepaper-DOE-ASCR-Applied-Math2017 Machine Learning for Science Mathematical Software GraphBLAS Numerical Optimization Automatic Differentiation Numerical and Computational Mathematics not elsewhere classified Statistics

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