Mark Schmidt

  Mark Schmidt
    Department of Computer Science
    University of British Columbia
    201 2366 Main Mall
    Vancouver BC V6T 1Z4
    Canada
   

Frequently-Answered E-mails (regarding supervision, courses, internships, collaborations, etc.)

Research

  • Full List of Publications - with links to code, presentations/posters, and appendices.

    Selected recent papers on optimization for machine learning: Selected recent papers on probabilistic machine learning: PhD thesis (2010): Graphical Model Structure Learning with L1-Regularization


    Applications

    Selected computer vision applications: Other selected applications:

    Talks

    Talks covering multiple projects:

    Teaching and Tutorials

  • 100 Lectures on Machine Learning - material from all my courses in one place.

    UBC Courses:

    Mini-Courses: Tutorials:

    Group

    My Lab (Summer 2023):

    UBC Machine Learning Lab

    Current members:

    Alumni:

    UBC Machine Learning Reading Group


    Code

  • List of Software Packages

    Some Highlights: A package containing most of the above is available here.

    Miscellaneous