Simultaneous Private Learning of Multiple Concepts

    Journal of Machine Learning Research, Volume abs/1511.08552, Issue 94, 2019.

    Cited by: 26|Bibtex|Views6|Links
    EI

    Abstract:

    We investigate the {em direct-sum} problem in the context of differentially private PAC learning: What is the sample complexity of solving k learning tasks simultaneously under differential privacy, and how does this cost compare to that of solving k learning tasks without privacy? In our setting, an individual example consists of a...More

    Code:

    Data:

    Your rating :
    0

     

    Tags
    Comments