Recent Submissions

  • Combinatorial incremental problems 

    Unda Surawski, Francisco T. (Massachusetts Institute of Technology, 2018)
    We study the class of Incremental Combinatorial optimization problems, where solutions are evaluated as they are built, as opposed to only measuring the performance of the final solution. Even though many of these problems ...
  • Large-scale optimization Methods for data-science applications 

    Lu, Haihao,Ph.D.Massachusetts Institute of Technology. (Massachusetts Institute of Technology, 2019)
    In this thesis, we present several contributions of large scale optimization methods with the applications in data science and machine learning. In the first part, we present new computational methods and associated ...
  • Point processes of representation theoretic origin 

    Cuenca, Cesar(Cesar A.) (Massachusetts Institute of Technology, 2019)
    There are two parts to this thesis. In the first part we compute the correlation functions of the 4-parameter family of BC type Z-measures. The result is given explicitly in terms of Gauss's hypergeometric function. The ...

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