NIPS Proceedingsβ

Nicolò Cesa-bianchi

10 Papers

  • A Linear Time Active Learning Algorithm for Link Classification (2012)
  • Mirror Descent Meets Fixed Share (and feels no regret) (2012)
  • Efficient Online Learning via Randomized Rounding (2011)
  • See the Tree Through the Lines: The Shazoo Algorithm (2011)
  • Linear Classification and Selective Sampling Under Low Noise Conditions (2008)
  • Improved risk tail bounds for on-line algorithms (2005)
  • Incremental Algorithms for Hierarchical Classification (2004)
  • Worst-Case Analysis of Selective Sampling for Linear-Threshold Algorithms (2004)
  • Margin-Based Algorithms for Information Filtering (2002)
  • On the Generalization Ability of On-Line Learning Algorithms (2001)