Browsing CSAIL Digital Archive by Author "Tenenbaum, Joshua B."

Now showing items 1-3 of 3

    • Discovering Latent Classes in Relational Data 

      Kemp, Charles; Griffiths, Thomas L.; Tenenbaum, Joshua B. (2004-07-22)
      We present a framework for learning abstract relational knowledge with the aimof explaining how people acquire intuitive theories of physical, biological, orsocial systems. Our approach is based on a generative relational ...

    • Fragment Grammars: Exploring Computation and Reuse in Language 

      O'Donnell, Timothy J.; Tenenbaum, Joshua B.; Goodman, Noah D. (2009-03-31)
      Language relies on a division of labor between stored units and structure building operations which combine the stored units into larger structures. This division of labor leads to a tradeoff: more structure-building means ...

    • Stochastic Digital Circuits for Probabilistic Inference 

      Tenenbaum, Joshua B.; Jonas, Eric M.; Mansinghka, Vikash K. (2008-11-24)
      We introduce combinational stochastic logic, an abstraction that generalizes deterministic digital circuit design (based on Boolean logic gates) to the probabilistic setting. We show how this logic can be combined with ...