Ji Yan

Posts by Ji Yan

  • Flowchart-showing-Model-architecture-of-cross-domain-member-company-model

    Applying multitask learning to AI models at LinkedIn

    August 19, 2022

    Co-authors: Ji Yan, Sen Zhou, Dansong Zhang, Anastasiya Karpovich Introduction Multitask learning, a subfield of machine learning, aims to accomplish multiple learning tasks at the same time by exploiting commonalities and differences across tasks. Traditionally, engineers have built separate AI models to accomplish each task at hand. While this allows a simple...