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CSAIL Digital Archive

Research and Teaching Output of the MIT Community

CSAIL Digital Archive

Recent Submissions

  • Jing, Yuxin (2016-06-28)
    This thesis seeks to test and evaluate the effects of in-­network storage in novel proposed Internet architectures in terms of their performance. In a world where more and more people are mobile and connected to the Internet, ...
  • Xu, Shidan (2016-06-28)
    This project involves learning to predict users' mobility within the network topology. Topological mobility, as opposed to physical mobility, can be substantial as a user switches from LTE to wifi network, while moving ...
  • Kawaguchi, Kenji (2016-05-26)
    This thesis discusses novel principles to improve the theoretical analyses of a class of methods, aiming to provide theoretically driven yet practically useful methods. The thesis focuses on a class of methods, called ...
  • Kawaguchi, Kenji (2016-05-23)
    In this paper, we prove a conjecture published in 1989 and also partially address an open problem announced at the Conference on Learning Theory (COLT) 2015. For an expected loss function of a deep nonlinear neural network, ...
  • Deng, Shuo; Sivaraman, Anirudh; Balakrishnan, Hari (2016-02-25)
    This paper presents Delphi, a mobile software controller that helps applications select the best network among available choices for their data transfers. Delphi optimizes a specified objective such as transfer completion ...
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