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Recent Submissions

  • Xu, Sharon (Massachusetts Institute of Technology, 2018)
    In this thesis, we present algorithms to model and identify shared patterns in human activity with respect to three applications. First, we propose a novel model to characterize the bursty dynamics found in human activity. ...
  • Furtado, Jazmin D. (Jazmin Dahl) (Massachusetts Institute of Technology, 2018)
    In this thesis, we employ healthcare analytics to inform system-level changes at Massachusetts General Hospital that could lead to a significant reduction in avoidable hospitalization days and improvement in patients ...
  • Dedieu, Antoine (Massachusetts Institute of Technology, 2018)
    In this thesis, we study the computational and statistical aspects of several sparse models when the number of samples and/or features is large. We propose new statistical estimators and build new computational algorithms ...
  • Tracà, Stefano (Massachusetts Institute of Technology, 2018)
    In retail, there are predictable yet dramatic time-dependent patterns in customer behavior, such as periodic changes in the number of visitors, or increases in customers just before major holidays. The standard paradigm ...
  • Pixton, Clark (Clark Charles) (Massachusetts Institute of Technology, 2018)
    We study multi-product revenue management problems, focusing on the role of uncertainty in both the seller and the customer decision processes. We begin by considering a logit model framework for personalized revenue ...