Now showing items 1-3 of 3

    • Learning From Almost No Data 

      Sucholutsky, Ilia (University of Waterloo, 2021-06-15)
      The tremendous recent growth in the fields of artificial intelligence and machine learning has largely been tied to the availability of big data and massive amounts of compute. The increasingly popular approach of training ...
    • On the Automatic Coding of Text Answers to Open-ended Questions in Surveys 

      He, Zhoushanyue (University of Waterloo, 2021-01-13)
      Open-ended questions allow participants to answer survey questions without any constraint. Responses to open-ended questions, however, are more difficult to analyze quantitatively than close-ended questions. In this thesis, ...
    • Statistical Learning Approaches to Some Classification Problems 

      Gweon, Hyukjun (University of Waterloo, 2017-08-01)
      Classification is essential in statistical learning. This thesis deals with three topics in classification: multi-label classification, nonparametric multi-class classification and a special type of text categorization ...

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