NIPS Proceedings
^{β}
Books
Claudio Gentile
17 Papers
Online Reciprocal Recommendation with Theoretical Performance Guarantees
(2018)
Boltzmann Exploration Done Right
(2017)
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)