Search Constraints

Start Over
Filtering by: Advisor Fern, Xiaoli Z. Remove constraint Advisor: Fern, Xiaoli Z. Contributor Fern, Xiaoli Z. Remove constraint Contributor: Fern, Xiaoli Z. Degree Name Doctor of Philosophy (Ph.D.) Remove constraint Degree Name: Doctor of Philosophy (Ph.D.)

Search Results

  • Leveraging Structures of the Data in Deep Learning

    Creator:
    Li, Xingyi
    Abstract:
    The performance of deep learning frameworks could be significantly improved through considering the particular underlying structures for each dataset. In this thesis, I summarize our three work about boosting the performance of deep learning models through leveraging structures of the data. In the first work, we theoretically justify that, for...
    Resource Type:
    Dissertation
    Full Text:
    Li and Dr. Xiaoli Z. Fern, for their guidance, patience, motivation, immense knowledge, as well as