Now showing items 1-3 of 3

    • Granger Causal Network Learning and the Depth Wise Grouped LASSO 

      Kinnear, Ryan (University of Waterloo, 2017-08-31)
      In this thesis we study the notion of Granger-causality, a statistical concept originally developed to estimate causal effects in econometrics. First, we suggest a more general notion of Granger-causality in which to frame ...
    • Mean Field Interactions in Heterogeneous Networks 

      Mukhopadhyay, Arpan (University of Waterloo, 2016-02-10)
      In the context of complex networks, we often encounter systems in which the constituent entities randomly interact with each other as they evolve with time. Such random interactions can be described by Markov ...
    • On Occupancy Based Randomized Load Balancing for Large Systems with General Distributions 

      Vasantam, Thirupathaiah (University of Waterloo, 2019-11-13)
      Multi-server architectures are ubiquitous in today's information infrastructure whether for supporting cloud services, web servers, or for distributed storage. The performance of multi-server systems is highly dependent ...


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