Algorithmic Aspects of Machine Learning Ankur Moitra Cambridge 2018
.Machinelearningresearcherswillbeintroducedtocutting-edgeresearchinanaccessibleformat,andgainfamiliaritywithamodern,algorithmictoolkit,includingthemethodofmoments,tensordecompositionsandconvexprogrammingrelaxations.Thetreatmentbeyondworst-caseanalysisistobuildarigorousunderstandingaboutth
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