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Title: Optimization in Data Analysis: Some Recent Developments

Computer Sciences Department and Wisconsin Institute for Discovery 

University of Wisconsin-Madison

Abstract:

Optimization is vital to the modern revolution in data science, and techniques from optimization have become essential in formulating and solving a wide variety of data analysis problems. In turn, data science has caused a ferment of new research activity in optimization by posing challenging new problems and new contexts.