• Neural Networks for Entity Matching: A Survey 

      Barlaug, Nils; Gulla, Jon Atle (Peer reviewed; Journal article, 2021)
      Entity matching is the problem of identifying which records refer to the same real-world entity. It has been actively researched for decades, and a variety of different approaches have been developed. Even today, it remains ...
    • Towards Faster Development of Deep Learning Models Using Meta-Learning 

      Baklid, Martin; Barlaug, Nils (Master thesis, 2018)
      Deep learning has, in relatively few years, improved significantly the performance of many machine learning applications. Even though its popularity has surged, it's not always easy to apply deep learning to a real-world ...