CSAIL Digital Archive: Recent submissions

Now showing items 25-27 of 807

    • Generalization in Deep Learning 

      Kawaguchi, Kenji; Kaelbling, Leslie Pack; Bengio, Yoshua (2018-05-01)
      With a direct analysis of neural networks, this paper presents a mathematically tight generalization theory to partially address an open problem regarding the generalization of deep learning. Unlike previous bound-based ...

    • A Natural Language Interface for Mobile Devices 

      Katz, Boris; Borchardt, Gary; Felshin, Sue; Mora, Federico (2018-03-01)
      Creating a robust, automated capability to respond to natural language requests has been a longstanding goal in the development of intelligent systems. This article describes the StartMobile system, originally developed ...

    • continuous Relaxation to Over-constrained Temporal Plans 

      Yu, Peng (2013-01-25)
      When humans fail to understand the capabilities of an autonomous system or its environmental limitations, they can jeopardize their objectives and the system by asking for unrealistic goals. The objective of this thesis ...