Advancements in the technology and availability of data sources have led to the `Big Data' era. Working with large data offers the potential to uncover more fin

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This book covers not only foundational materials but also the most recent progresses made during the past few years on the area of machine learning algorithms.

An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay betw

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