Browsing by Subject "representation learning"

Now showing items 1-2 of 2

    • Bayesian Machine Learning on Graphs 
      Hasanzadehmoghimi, Arman (2021-12-03)
      In this dissertation, we propose novel Bayesian machine learning models to solve various graph analytics problems, including graph representation learning, graph generative modeling, structured semi-supervised learning, ...
    • Machine Learning with Heterogeneous and Cross-Domain Knowledge 
      Maddouri, Omar (2022-08-17)
      With the rapid expansion of big data in all science and engineering domains, the potential that lays behind these massive data is undoubtedly significant. Leveraging such information in an optimal way requires innovative ...