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Filtering by: Creator Dang, Trang Remove constraint Creator: Dang, Trang Contributor Raich, Raviv Remove constraint Contributor: Raich, Raviv

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  • Weak-supervision : Probabilistic Models and Inference

    Creator:
    Pham, Anh
    Abstract:
    In supervised learning, label information can be provided at different levels of granularity. For small datasets, it is possible to acquire a label for each data instance. However, in the big-data regime, this fine granularity approach is prohibitively costly. For example, in semi-supervised learning, only a limited number of samples...
    Resource Type:
    Dissertation
    Full Text:
    is for you, my grandma. I would like to thank my wife Thuy Dang for her love, my father Dung Pham