Electrical Engineering and Computer Sciences - Engineer's degree
(Massachusetts Institute of Technology, 2018)In this thesis, a geometric framework for describing relevant information in a collection of data is applied for the general problems of selecting informative features (dimension reduction) from high dimensional data. The ...
(Massachusetts Institute of Technology, 2018)Personalized offers aim to maximize profit by taking into account customer preferences inferred from past purchase behavior. For large retailers with extensive product offerings, learning customer preferences can be ...