Predicting Sets and Lists: Theory and Practice

Increasingly, real world problems require multiple predictions while traditional supervised learning techniques focus on making a single best prediction. For instance in advertisement placement on the web, a list of advertisements is placed on a page with the objective of maximizing click-through ra...

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Bibliographic Details
Main Author: Dey, Debadeepta
Format: Others
Published: Research Showcase @ CMU 2015
Online Access:http://repository.cmu.edu/dissertations/631
http://repository.cmu.edu/cgi/viewcontent.cgi?article=1669&context=dissertations