Browsing CSAIL Technical Reports (July 1, 2003 - present) by Author "Jaakkola, Tommi"

Now showing items 1-3 of 3

    • DNA Binding and Games 

      Perez-Breva, Luis; Ortiz, Luis E.; Yeang, Chen-Hsiang, 1969-; Jaakkola, Tommi (2006-03-06)
      We propose a game-theoretic approach tolearn and predict coordinate binding of multiple DNA bindingregulators. The framework implements resource constrainedallocation of proteins to local neighborhoods as well as to ...

    • Managing the 802.11 Energy/Performance Tradeoff with Machine Learning 

      Monteleoni, Claire; Balakrishnan, Hari; Feamster, Nick; Jaakkola, Tommi (2004-10-27)
      This paper addresses the problem of managing the tradeoff betweenenergy consumption and performance in wireless devices implementingthe IEEE 802.11 standard. To save energy, the 802.11 specificationproposes a power-saving ...

    • Online Learning of Non-stationary Sequences 

      Monteleoni, Claire; Jaakkola, Tommi (2005-11-17)
      We consider an online learning scenario in which the learner can make predictions on the basis of a fixed set of experts. We derive upper and lower relative loss bounds for a class of universal learning algorithms involving ...