alexjungaalto.github.io

My github page

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Welcome to the GitHub page of Alex Jung.

I am an Assistant Professor for Machine Learning. The current focus of my research is on federated multi-task learning in massive collections of networked datasets (“big data over networks”). I am also passionate about teaching the basic principles of machine learning. I currently enjoy working on the textbook “Machine Learning. The Basics”. This textbook is targeted towards undergraduate students of engineering or science programs.

You can find a current working draft of the book here. If you find this book useful for your blog post, research article or product, I would be grateful if you would cite this book as follows:

A. Jung, "Machine Learning: The Basics.", 2021. available online at https://alexjungaalto.github.io/MLBasicsBook.pdf.
@book{jung2021,
  title      = {Machine Learning: The Basics},
  author     = {Alexander Jung},
  note       = {\url{https://alexjungaalto.github.io/MLBasicsBook.pdf}},
  year       = {2021},
  subtitle   = {Machine Learning: The Basics.}
}