NIPS Proceedingsβ

Claudio Gentile

15 Papers

  • A Gang of Bandits (2013)
  • From Bandits to Experts: A Tale of Domination and Independence (2013)
  • A Linear Time Active Learning Algorithm for Link Classification (2012)
  • On Multilabel Classification and Ranking with Partial Feedback (2012)
  • See the Tree Through the Lines: The Shazoo Algorithm (2011)
  • Linear Classification and Selective Sampling Under Low Noise Conditions (2008)
  • On higher-order perceptron algorithms (2007)
  • 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)
  • Fast Feature Selection from Microarray Expression Data via Multiplicative Large Margin Algorithms (2003)
  • Margin-Based Algorithms for Information Filtering (2002)
  • On the Generalization Ability of On-Line Learning Algorithms (2001)
  • A New Approximate Maximal Margin Classification Algorithm (2000)
  • Linear Hinge Loss and Average Margin (1998)