The Transdisciplinary Research Institute for Advancing Data Science (TRIAD) integrates research and education in mathematical, statistical, and algorithmic foundations for data science.

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  • Combinatorial Testing Problems 

    Lugosi, Gabor (Georgia Institute of Technology, 2018-10-15)
    In these lectures we discuss some statistical problems with an interesting combinatorial structure behind. We start by reviewing the "hidden clique" problem, a simple prototypical example with a surprisingly rich structure. ...
  • The Debiased Lasso 

    van de Geer, Sara (Georgia Institute of Technology, 2018-09-06)
    There will be three lectures, which in principle will be independent units. Their common theme is exploiting sparsity in high-dimensional statistics. Sparsity means that the statistical model is allowed to have quite a few ...
  • Compatibility and the Lasso 

    van de Geer, Sara (Georgia Institute of Technology, 2018-09-04)
    There will be three lectures, which in principle will be independent units. Their common theme is exploiting sparsity in high-dimensional statistics. Sparsity means that the statistical model is allowed to have quite a few ...
  • Sharp Oracle Inequalities for Non-Convex Loss 

    van de Geer, Sara (Georgia Institute of Technology, 2018-08-31)
    There will be three lectures, which in principle will be independent units. Their common theme is exploiting sparsity in high-dimensional statistics. Sparsity means that the statistical model is allowed to have quite a few ...