Iterative stochastic optimization for large-scale machine learning and statistical inverse problems
The twentieth century saw mathematical modeling transition from an intellectual pursuit to an invaluable tool for governments and other large organizations, enabling previously unimaginable feats and reshaping the global landscape. The technologies behind space flight, GPS, globalized financial markets, worldwide logistics, cryptography, and many other achievements of the last century all rely on mathematical models. The twenty-first century has seen a further democratization of mathematics with its utility broadening from large organizations to small businesses and even personal use. Over the ...
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Kozak, David A.
Tenorio, Luis; Becker, Stephen