Search Constraints

Start Over
Filtering by: Creator Hanna, Erika L. Remove constraint Creator: Hanna, Erika L. Contributor Bremer, Peer Timo Remove constraint Contributor: Bremer, Peer Timo Resource Type Dissertation Remove constraint Resource Type: Dissertation

Search Results

  • Characterizing and Addressing Dataset Shift with Deep Learning

    Creator:
    Olson, Matthew L.
    Abstract:
    This dissertation delves into understanding, characterizing, and addressing dataset shift in deep learning, a pervasive issue for deployed machine learning systems. Integral aspects of the problem are examined: We start with the use of counterfactual explanations in order to characterize the behavior of deep reinforcement learning agents in visual input...
    Resource Type:
    Dissertation
    Full Text:
    AN ABSTRACT OF THE DISSERTATION OF Matthew L