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will be on developing new mathematical and algorithmic tools that advance our understanding of these areas and their connections. Possible research directions include explicit constructions of error
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guarantee for various machine learning methods; and designing fast and efficient algorithms and analyzing the convergence performance of those algorithms; co-authors scientific publications and reports
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| Electrical and Computer Engineering Performs research on characterizing the theoretical performance guarantee for various machine learning methods; and designing fast and efficient algorithms and analyzing
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