Advanced Search
DSpace@MIT

CSAIL Digital Archive

Research and Teaching Output of the MIT Community

CSAIL Digital Archive

Recent Submissions

  • 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 ...
  • Long, Fan; Rinard, Martin (2016-02-18)
    We present the first systematic analysis of the characteristics of patch search spaces for automatic patch generation systems. We analyze the search spaces of two current state-of- the-art systems, SPR and Prophet, with ...
  • Pit--Claudel, Clément; Mariet, Zelda; Harding, Rachael; Madden, Sam (2016-02-08)
    Rapidly developing areas of information technology are generating massive amounts of data. Human errors, sensor failures, and other unforeseen circumstances unfortunately tend to undermine the quality and consistency of ...
MIT-Mirage