• Asynchronous (Sub)gradient-Push 

      Rabbat, Mike (2018-04-04)
      We consider a multi-agent framework for distributed optimization where each agent in the network has access to a local convex function and the collective goal is to achieve consensus on the parameters that minimize the sum ...
    • An overview of deep learning frameworks and an introduction to PyTorch 

      Chintala, Soumith (2017-09-06)
      In this talk, you will get an exposure to the various types of deep learning frameworks – declarative and imperative frameworks such as TensorFlow and PyTorch. After a broad overview of frameworks, you will be introduced ...