Big data optimization

Big data optimization an emerging subfield of mathematical programming studying optimization problems described by big quantities of data.

Further reading

Peter Richtarik & Martin Takac (2016). "Parallel coordinate descent methods for big data optimization". Mathematical Programming. 156 (1). Springer. pp. 433–484.
Ali Emrouznejad, ed. (2016). Big Data Optimization: Recent Developments and Challenges. Springer International Publishing. ISBN 978-3-319-30265-2.

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